Objectives:¶
To implement an exponential model for CoVid-19 confirmed cases for every country. The model may be implemented in three ways:
- Unpooled (with different priors for each country)
- Pooled (with same priors for each country)
- Hierarchical (with same hyper-priors, but different priors for each country)
This notebook shows all three implementations using pyMC3 and their analysis.
A justification for using an exponential model is provided in the Rationale section.
Inspired from Thomas Wiecki's CoVid-19 notebooks.
Note: The notebook uses the interact widget. Please fork it and view in editor to interact with the output.
import numpy as np
import pandas as pd
from pathlib import Path
import pymc as pm
import arviz as az
import cufflinks as cf
import matplotlib.pyplot as plt
from sklearn.linear_model import LinearRegression
from sklearn.metrics import r2_score, mean_squared_error
from ipywidgets import interact, interact_manual, fixed
pd.set_option('display.max_rows', 500)
pd.set_option('use_inf_as_na', True)
cf.set_config_file(offline=True, theme='pearl');
path = Path("data/")
/var/folders/5x/vz4_nh_d6f5ds1c71xs4q_n0qqgwj_/T/ipykernel_73844/2430209213.py:2: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.
master_df = pd.read_csv(path/'covid_19_data.csv')
recovered_df = (pd.read_csv(path/'time_series_covid_19_recovered.csv')
.drop(columns=['Lat', 'Long', 'Province/State'])
.groupby('Country/Region')
.sum())
deaths_df = (pd.read_csv(path/'time_series_covid_19_deaths.csv')
.drop(columns=['Lat', 'Long', 'Province/State'])
.groupby('Country/Region')
.sum())
confirmed_df = (pd.read_csv(path/'time_series_covid_19_confirmed.csv')
.drop(columns=['Lat', 'Long', 'Province/State'])
.groupby('Country/Region')
.sum())
Rationale¶
An exponential model is given by:
$ y' = y_{0} * (1 + b)^x $
where, $b$ is the growth rate
By taking a logarithmic transform, we obtain a (log-linear) regression model
$ \implies ln(y') = ln(y_{0}) + x*ln(1 + b)$
$\implies y = \alpha + \beta * x$
Graphically, we can validate that a distribution follows a exponential growth model by plotting $ln(y)$ against $x$. If the graph shows a linear relationship, we can solve for $\alpha$ and $\beta$ using linear regression techniques.
Values for $a$ and $b$ can be obtained by:
- $ y_{0} = e^{\alpha}$
- $ b = e^{\beta} - 1$
# sorted_country_list = confirmed_df.sort_values(by=confirmed_df.columns[-1], ascending=False).index.to_list()
sorted_country_list = confirmed_df.index
@interact(country=sorted_country_list, threshold=(1, 1000, 10), fit=True)
def log_lin_visualise(country, fit, threshold=100):
y = confirmed_df.filter(items=[country], axis=0).values.squeeze(0).astype(float)
y = np.log(y[y > threshold])
x = np.arange(1, y.shape[0] + 1)
plt.figure(figsize=(10, 5))
plt.plot(x, y, label='Observed')
if fit:
lr = LinearRegression()
lr.fit(X=x.reshape(-1, 1) , y=y)
α, β = lr.intercept_, lr.coef_
y_fitted = lr.predict(X=x.reshape(-1, 1))
print("Solving linear regression using OLS ... ")
print(f"* r2_score = {round(r2_score(y, y_fitted), 2)}")
print(f"* mean_squared_error = {round(mean_squared_error(y, y_fitted), 2)}")
plt.plot(x, y_fitted, label=f"{round(α, 2)} + {round(β[0], 2)}*x")
plt.xlabel(f'Days Since {threshold}th Case')
plt.ylabel('Natural Logarithm of Confirmed Cases')
plt.legend()
plt.title(country)
plt.show()
plt.close()
interactive(children=(Dropdown(description='country', options=('Afghanistan', 'Albania', 'Algeria', 'Andorra',…
Observation¶
We can clearly observe a linear relationship between $ln(y)$ and $x$ for highly infected countries (except China and S. Korea)
Model¶
Unpooled Model¶
Different priors for every country.
This model needs to be run separately for each country.
country = 'US'
threshold = 100
y = confirmed_df.filter(items=[country], axis=0).values.squeeze(0)
y = np.log(y[y > threshold])
x = np.arange(1, y.shape[0] + 1)
with pm.Model() as unpooled_model:
# priors
α = pm.Normal(name='α', mu=int(np.log(threshold)), sigma=10)
β = pm.Normal(name='β')
# error
σ = pm.HalfNormal(name='σ', sigma=10)
# expected value
μ = pm.Deterministic(name='μ', var= α + β*x)
# liklihood == 'prior_predictive'
pm.Normal(name=country, mu=μ, sigma=σ, observed=y)
gv = pm.model_to_graphviz(unpooled_model)
gv.format = 'png'
gv.render(filename='unpooled_model.png')
gv
with unpooled_model:
# sampling liklihood
prior = pm.sample_prior_predictive()
# posterior
trace = pm.sample()
# predictions == 'posterior_predictive'
pred = pm.sample_posterior_predictive(trace)
Sampling: [US, α, β, σ] Initializing NUTS using jitter+adapt_diag... Multiprocess sampling (4 chains in 4 jobs) NUTS: [α, β, σ]
Output()
Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 1 seconds. Sampling: [US]
Output()
def custom_from_pymc3(trace, prior, pred):
unpooled = az.convert_to_inference_data(trace)
unpooled.extend(pred)
unpooled.extend(prior)
return unpooled
# unpooled = az.from_pymc3(trace=trace, prior=prior, posterior_predictive=pred, model=unpooled_model)
unpooled = custom_from_pymc3(trace, prior, pred)
prior_vars = ['α', 'β', 'σ']
unpooled
-
- chain: 4
- draw: 1000
- μ_dim_0: 452
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- μ_dim_0(μ_dim_0)int640 1 2 3 4 5 ... 447 448 449 450 451
array([ 0, 1, 2, ..., 449, 450, 451])
- α(chain, draw)float6412.45 12.56 12.3 ... 12.47 12.46
array([[12.45367708, 12.56411582, 12.29812282, ..., 12.46407159, 12.37800258, 12.37502912], [12.50407931, 12.36184365, 12.3443394 , ..., 12.22502794, 12.74110813, 12.74110813], [12.35580532, 12.36260233, 12.63419148, ..., 12.56204529, 12.58547379, 12.51858901], [12.49312726, 12.65033725, 12.56894874, ..., 12.49980907, 12.46518642, 12.46365533]]) - β(chain, draw)float640.01308 0.01289 ... 0.0135 0.01359
array([[0.0130819 , 0.01288788, 0.01397371, ..., 0.01363426, 0.01355799, 0.01359591], [0.01273469, 0.01332098, 0.0142709 , ..., 0.01428819, 0.01255352, 0.01255352], [0.01367752, 0.013486 , 0.01271762, ..., 0.01284616, 0.01306908, 0.01304445], [0.01306697, 0.01263895, 0.01288684, ..., 0.01338155, 0.01349886, 0.01358734]]) - σ(chain, draw)float641.192 1.179 1.285 ... 1.223 1.274
array([[1.19186607, 1.17914418, 1.28500327, ..., 1.26130331, 1.19639562, 1.18758237], [1.22094158, 1.27568683, 1.20541414, ..., 1.13933684, 1.29352798, 1.29352798], [1.22849687, 1.22408668, 1.26271943, ..., 1.19687879, 1.18001486, 1.22179074], [1.15221658, 1.27939076, 1.23437394, ..., 1.18454095, 1.22256083, 1.27436151]]) - μ(chain, draw, μ_dim_0)float6412.47 12.48 12.49 ... 18.59 18.61
array([[[12.46675898, 12.47984088, 12.49292278, ..., 18.34053246, 18.35361436, 18.36669626], [12.5770037 , 12.58989158, 12.60277946, ..., 18.3636614 , 18.37654928, 18.38943716], [12.31209653, 12.32607024, 12.34004395, ..., 18.58629282, 18.60026653, 18.61424024], ..., [12.47770585, 12.49134011, 12.50497438, ..., 18.59948936, 18.61312362, 18.62675788], [12.39156057, 12.40511856, 12.41867655, ..., 18.47909809, 18.49265608, 18.50621407], [12.38862504, 12.40222095, 12.41581686, ..., 18.49318992, 18.50678584, 18.52038175]], [[12.51681399, 12.52954868, 12.54228337, ..., 18.23468836, 18.24742305, 18.26015773], [12.37516463, 12.38848561, 12.40180659, ..., 18.35628486, 18.36960584, 18.38292682], [12.3586103 , 12.3728812 , 12.3871521 , ..., 18.76624396, 18.78051486, 18.79478576], ... [12.57489145, 12.58773761, 12.60058377, ..., 18.34281739, 18.35566355, 18.36850971], [12.59854287, 12.61161195, 12.62468103, ..., 18.46655913, 18.4796282 , 18.49269728], [12.53163346, 12.54467791, 12.55772236, ..., 18.38859177, 18.40163622, 18.41468067]], [[12.50619424, 12.51926121, 12.53232819, ..., 18.37326591, 18.38633288, 18.39939986], [12.6629762 , 12.67561515, 12.68825411, ..., 18.3378666 , 18.35050555, 18.36314451], [12.58183559, 12.59472243, 12.60760928, ..., 18.3680283 , 18.38091514, 18.39380199], ..., [12.51319062, 12.52657217, 12.53995372, ..., 18.52150672, 18.53488827, 18.54826982], [12.47868528, 12.49218415, 12.50568301, ..., 18.53967485, 18.55317371, 18.56667258], [12.47724268, 12.49083002, 12.50441736, ..., 18.57796023, 18.59154758, 18.60513492]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - μ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 442, 443, 444, 445, 446, 447, 448, 449, 450, 451], dtype='int64', name='μ_dim_0', length=452))
- created_at :
- 2025-01-13T00:15:51.105693+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 1.2261970043182373
- tuning_steps :
- 1000
<xarray.Dataset> Size: 15MB Dimensions: (chain: 4, draw: 1000, μ_dim_0: 452) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 6 7 ... 993 994 995 996 997 998 999 * μ_dim_0 (μ_dim_0) int64 4kB 0 1 2 3 4 5 6 7 ... 445 446 447 448 449 450 451 Data variables: α (chain, draw) float64 32kB 12.45 12.56 12.3 ... 12.5 12.47 12.46 β (chain, draw) float64 32kB 0.01308 0.01289 ... 0.0135 0.01359 σ (chain, draw) float64 32kB 1.192 1.179 1.285 ... 1.185 1.223 1.274 μ (chain, draw, μ_dim_0) float64 14MB 12.47 12.48 ... 18.59 18.61 Attributes: created_at: 2025-01-13T00:15:51.105693+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 1.2261970043182373 tuning_steps: 1000xarray.Dataset -
- chain: 4
- draw: 1000
- US_dim_2: 452
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- US_dim_2(US_dim_2)int640 1 2 3 4 5 ... 447 448 449 450 451
array([ 0, 1, 2, ..., 449, 450, 451])
- US(chain, draw, US_dim_2)float649.443 12.93 13.42 ... 17.28 17.59
array([[[ 9.44297539, 12.93288521, 13.41531954, ..., 14.9077081 , 17.9596667 , 18.21584008], [12.93699404, 13.9359535 , 12.00175241, ..., 18.51952609, 18.73451782, 20.17742739], [12.2573216 , 11.93880534, 13.03336074, ..., 19.39616056, 17.48856978, 19.26856689], ..., [12.07299033, 10.28353073, 13.60207242, ..., 18.4792822 , 18.5368677 , 19.90254659], [12.86572652, 11.72668701, 11.62013801, ..., 18.69571772, 19.09264421, 19.539065 ], [12.05917557, 12.47739085, 12.34527553, ..., 19.93986174, 18.7890574 , 16.79338842]], [[12.02635689, 10.55124044, 12.01070112, ..., 17.60074378, 16.48952699, 19.24540906], [12.35078582, 12.66660943, 11.78656781, ..., 18.98573065, 17.94946577, 17.75576525], [11.55362889, 12.11283721, 11.22773994, ..., 18.55200565, 20.24933082, 17.39327904], ... [11.17272319, 10.5314951 , 13.88987251, ..., 18.30825836, 18.67258561, 18.93368858], [11.51299254, 13.82645453, 13.7994625 , ..., 17.59146733, 16.25417632, 18.78467933], [10.64606211, 12.02195869, 14.75423351, ..., 17.86995077, 18.03730592, 18.43056932]], [[12.12262413, 12.25182013, 14.22554797, ..., 19.3837465 , 18.25445889, 17.08525102], [13.18406141, 12.20026904, 15.59172131, ..., 18.1891796 , 16.10655425, 16.23429101], [12.79989829, 10.54449013, 11.37813219, ..., 18.0403652 , 16.36290922, 15.06556625], ..., [15.65792538, 12.78738583, 13.50438788, ..., 16.43372003, 18.04888445, 16.96910335], [12.90343153, 12.34190668, 11.57018069, ..., 20.74929198, 18.42322435, 18.7590149 ], [15.69169673, 13.93620301, 12.79296119, ..., 17.16729065, 17.28442272, 17.5911208 ]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - US_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 442, 443, 444, 445, 446, 447, 448, 449, 450, 451], dtype='int64', name='US_dim_2', length=452))
- created_at :
- 2025-01-13T00:15:51.284064+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 14MB Dimensions: (chain: 4, draw: 1000, US_dim_2: 452) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 6 7 ... 993 994 995 996 997 998 999 * US_dim_2 (US_dim_2) int64 4kB 0 1 2 3 4 5 6 ... 445 446 447 448 449 450 451 Data variables: US (chain, draw, US_dim_2) float64 14MB 9.443 12.93 ... 17.28 17.59 Attributes: created_at: 2025-01-13T00:15:51.284064+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 4
- draw: 1000
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- index_in_trajectory(chain, draw)int644 3 -5 -5 -4 2 1 ... 2 -6 -3 2 3 3
array([[ 4, 3, -5, ..., 2, -3, 1], [-1, -4, 6, ..., -2, -5, 0], [ 1, 10, 3, ..., 3, 2, -1], [-3, 4, 3, ..., 2, 3, 3]]) - smallest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - n_steps(chain, draw)float647.0 3.0 7.0 7.0 ... 7.0 3.0 3.0 7.0
array([[ 7., 3., 7., ..., 7., 7., 3.], [ 3., 7., 7., ..., 3., 7., 3.], [ 7., 15., 15., ..., 7., 3., 3.], [ 7., 7., 3., ..., 3., 3., 7.]]) - diverging(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - process_time_diff(chain, draw)float640.000249 0.000128 ... 0.000236
array([[0.000249, 0.000128, 0.000251, ..., 0.000231, 0.000232, 0.000124], [0.000123, 0.00025 , 0.000343, ..., 0.000125, 0.00025 , 0.000121], [0.000251, 0.000505, 0.000499, ..., 0.000242, 0.000118, 0.000118], [0.000254, 0.000251, 0.000126, ..., 0.000119, 0.000122, 0.000236]]) - tree_depth(chain, draw)int643 2 3 3 3 3 2 3 ... 3 3 3 3 3 2 2 3
array([[3, 2, 3, ..., 3, 3, 2], [2, 3, 3, ..., 2, 3, 2], [3, 4, 4, ..., 3, 2, 2], [3, 3, 2, ..., 2, 2, 3]]) - step_size(chain, draw)float640.638 0.638 0.638 ... 0.3575 0.3575
array([[0.63800578, 0.63800578, 0.63800578, ..., 0.63800578, 0.63800578, 0.63800578], [0.48408768, 0.48408768, 0.48408768, ..., 0.48408768, 0.48408768, 0.48408768], [0.6980329 , 0.6980329 , 0.6980329 , ..., 0.6980329 , 0.6980329 , 0.6980329 ], [0.35747151, 0.35747151, 0.35747151, ..., 0.35747151, 0.35747151, 0.35747151]]) - energy_error(chain, draw)float640.3632 -0.3866 ... -0.0775 0.2269
array([[ 0.36321084, -0.38659636, -0.05615754, ..., -0.31039329, -0.17400658, -0.00686945], [ 0.59622903, -0.25540206, 0.12586083, ..., 0.03451314, 0.20265383, 0. ], [ 0.02640154, 0.26552611, -0.22158992, ..., 0.00347817, 0.03684207, -0.11660143], [-0.85249923, -0.25604093, -0.03683486, ..., -1.6136783 , -0.07750394, 0.22685734]]) - acceptance_rate(chain, draw)float640.5679 0.9227 1.0 ... 0.9386 0.8027
array([[0.56785827, 0.92272109, 1. , ..., 0.9953912 , 1. , 1. ], [0.64128236, 0.99093592, 0.94731969, ..., 0.4629396 , 0.85576951, 0.48882094], [0.96835805, 0.78831979, 0.97697255, ..., 0.99257283, 0.88302021, 0.94554519], [0.51796357, 0.97861558, 0.95659 , ..., 1. , 0.9386209 , 0.80266123]]) - step_size_bar(chain, draw)float640.5086 0.5086 ... 0.5463 0.5463
array([[0.50855754, 0.50855754, 0.50855754, ..., 0.50855754, 0.50855754, 0.50855754], [0.48774585, 0.48774585, 0.48774585, ..., 0.48774585, 0.48774585, 0.48774585], [0.50568524, 0.50568524, 0.50568524, ..., 0.50568524, 0.50568524, 0.50568524], [0.54628245, 0.54628245, 0.54628245, ..., 0.54628245, 0.54628245, 0.54628245]]) - perf_counter_diff(chain, draw)float640.0002492 0.0001269 ... 0.0002352
array([[0.00024925, 0.00012688, 0.00025013, ..., 0.00023108, 0.00023162, 0.00012342], [0.00012279, 0.00025033, 0.00036021, ..., 0.00012421, 0.00025017, 0.00012067], [0.00025104, 0.00050529, 0.00049942, ..., 0.00024108, 0.00011708, 0.00011846], [0.00025296, 0.00025113, 0.00012542, ..., 0.00011925, 0.00012183, 0.00023517]]) - energy(chain, draw)float64744.9 745.4 743.9 ... 742.6 742.7
array([[744.90071011, 745.38826075, 743.89295492, ..., 743.53207112, 742.58393761, 742.41357651], [745.62832901, 744.81336891, 745.6562356 , ..., 747.94235652, 749.65531351, 748.14186091], [742.76165787, 743.85870049, 744.83698309, ..., 743.69403647, 744.14725432, 744.96623443], [747.48197038, 747.26605119, 744.62094498, ..., 743.36654428, 742.60044657, 742.70567905]]) - reached_max_treedepth(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - max_energy_error(chain, draw)float641.203 -0.3866 ... 0.2035 0.5669
array([[ 1.20293035, -0.38659636, -0.14253116, ..., -0.55106505, -0.25842653, -0.08413559], [ 0.6737266 , -1.10449648, -0.73681132, ..., 1.62289213, 0.36660905, 1.06466723], [ 0.05902313, 0.51204702, -0.27451216, ..., -0.08441087, 0.20745324, 0.12352822], [ 2.8526361 , -0.26400133, 0.12657971, ..., -1.6136783 , 0.20350919, 0.56687627]]) - largest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - lp(chain, draw)float64-743.3 -743.5 ... -741.8 -742.5
array([[-743.34085977, -743.54093689, -742.89483204, ..., -742.45345063, -742.14196029, -742.31311747], [-744.66511815, -743.8195896 , -744.46480817, ..., -746.19716127, -746.11762046, -746.11762046], [-741.76489379, -742.29062813, -743.54412945, ..., -743.19504999, -743.52267719, -742.20564011], [-744.41212411, -744.17145635, -742.5954068 , ..., -742.60021395, -741.7675459 , -742.50485421]]) - perf_counter_start(chain, draw)float643.766e+05 3.766e+05 ... 3.766e+05
array([[376589.37040288, 376589.37068967, 376589.37085567, ..., 376589.69334217, 376589.69360492, 376589.69386987], [376589.30558962, 376589.30575042, 376589.30617679, ..., 376589.58656058, 376589.58671908, 376589.58700513], [376589.33860258, 376589.33889492, 376589.33944129, ..., 376589.66159329, 376589.66186846, 376589.66201938], [376589.40091421, 376589.40120471, 376589.40149242, ..., 376589.73089108, 376589.73104237, 376589.73119667]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000))
- created_at :
- 2025-01-13T00:15:51.117607+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 1.2261970043182373
- tuning_steps :
- 1000
<xarray.Dataset> Size: 496kB Dimensions: (chain: 4, draw: 1000) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 ... 995 996 997 998 999 Data variables: (12/17) index_in_trajectory (chain, draw) int64 32kB 4 3 -5 -5 -4 ... -6 -3 2 3 3 smallest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan n_steps (chain, draw) float64 32kB 7.0 3.0 7.0 ... 3.0 7.0 diverging (chain, draw) bool 4kB False False ... False False process_time_diff (chain, draw) float64 32kB 0.000249 ... 0.000236 tree_depth (chain, draw) int64 32kB 3 2 3 3 3 3 ... 3 3 3 2 2 3 ... ... energy (chain, draw) float64 32kB 744.9 745.4 ... 742.7 reached_max_treedepth (chain, draw) bool 4kB False False ... False False max_energy_error (chain, draw) float64 32kB 1.203 -0.3866 ... 0.5669 largest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan lp (chain, draw) float64 32kB -743.3 -743.5 ... -742.5 perf_counter_start (chain, draw) float64 32kB 3.766e+05 ... 3.766e+05 Attributes: created_at: 2025-01-13T00:15:51.117607+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 1.2261970043182373 tuning_steps: 1000xarray.Dataset -
- chain: 1
- draw: 500
- μ_dim_0: 452
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- μ_dim_0(μ_dim_0)int640 1 2 3 4 5 ... 447 448 449 450 451
array([ 0, 1, 2, ..., 449, 450, 451])
- σ(chain, draw)float6421.27 0.00966 6.391 ... 10.88 9.557
array([[2.12730766e+01, 9.66013758e-03, 6.39063406e+00, 7.92349600e+00, 9.38277472e-01, 1.09647094e+01, 2.26273222e+00, 6.62866850e+00, 6.91404854e+00, 1.26591817e+00, 2.23357296e+01, 1.44912762e+00, 5.09020093e+00, 2.03706736e+00, 7.17369105e-01, 1.65460058e+01, 6.35924359e+00, 7.94656243e+00, 1.49518501e+01, 3.76234555e-01, 2.55596440e+01, 2.31995516e+00, 5.57897632e-01, 8.54305674e+00, 2.69722428e+01, 2.44020141e+00, 7.24726022e+00, 6.78390072e+00, 1.01568267e+01, 1.55605790e+01, 5.26094507e+00, 7.19067745e+00, 4.12245828e+00, 1.26051998e+00, 2.40582449e+00, 2.41488171e+00, 7.50759530e-01, 1.98410918e+00, 4.45399189e+00, 1.75552433e+01, 6.22631036e+00, 8.25785977e+00, 4.67061708e+00, 1.12807709e+01, 1.10912200e+01, 1.22268149e+01, 8.04324978e+00, 4.62907884e+00, 1.87747677e+01, 5.18031712e+00, 4.32444589e+00, 1.01510342e+01, 4.34695294e+00, 1.54614274e+01, 4.11814627e-01, 6.44886906e+00, 3.31016693e+00, 2.88959075e+00, 1.27260490e+01, 7.94909855e+00, 4.34098551e+00, 1.53327824e+01, 1.75923096e+01, 2.41948872e+00, 9.74856457e+00, 7.33763328e-01, 1.23569680e+01, 3.65975871e+00, 3.73713293e+00, 2.68369136e+00, 1.35144934e+01, 3.03676485e+00, 1.10685989e+01, 2.10242194e+01, 1.02291521e+01, 5.10445653e+00, 2.87257579e+00, 8.34371562e+00, 7.28914697e+00, 1.09787495e+01, ... 1.28771239e+00, 1.45878019e+01, 5.17567261e+00, 9.15220691e+00, 1.21058996e+01, 1.42674971e+00, 1.08195504e+01, 9.33652458e-01, 7.16208511e+00, 6.77257552e+00, 1.03286633e+01, 1.58651674e+01, 2.74248134e+00, 1.42336734e+01, 9.47989039e+00, 2.09659209e+00, 2.64711406e+00, 1.19714883e+01, 1.51606448e+01, 1.49959912e+00, 1.43500987e+00, 2.73551787e-02, 1.32459687e+01, 3.07543160e+00, 1.30449381e+01, 2.72612079e+00, 1.71166597e+00, 2.41024194e+00, 1.11732165e+01, 1.70963856e+00, 9.51630217e+00, 2.10293603e+00, 1.81705069e+00, 7.65808405e+00, 9.09408555e+00, 9.45268548e+00, 5.99780880e+00, 4.27129212e+00, 9.99303655e+00, 1.33474061e+01, 6.65535895e+00, 2.24868213e+01, 3.39934071e+00, 4.41302473e+00, 2.11371861e+00, 9.03007777e+00, 7.39830997e+00, 4.91844193e+00, 3.26079823e+00, 4.90616507e+00, 1.37169860e+01, 5.34329067e+00, 1.53306669e+00, 5.07425159e+00, 5.89407193e+00, 1.61709811e+00, 7.56830645e+00, 1.22571081e+00, 1.39196659e+01, 1.68744775e+01, 9.77849891e+00, 2.58857872e+00, 3.69707371e+00, 2.47080751e+00, 8.98554714e+00, 1.01685838e+01, 1.75663259e+00, 1.16212524e+01, 3.17737071e-01, 6.08444533e+00, 1.20348907e+00, 1.02002849e+01, 1.87930072e+01, 1.78938750e+01, 7.43334998e+00, 1.32234753e-01, 3.91456474e+00, 1.30591152e+01, 1.08818281e+01, 9.55711705e+00]]) - μ(chain, draw, μ_dim_0)float648.507 10.8 13.09 ... 292.9 293.5
array([[[ 8.50652731, 10.79692144, 13.08731557, ..., 1036.89349205, 1039.18388618, 1041.47428031], [ -7.56978327, -10.43561138, -13.3014395 , ..., -1294.3266067 , -1297.19243481, -1300.05826293], [ -6.45166514, -5.87657643, -5.30148771, ..., 251.76316794, 252.33825665, 252.91334537], ..., [ 13.45369213, 12.17631995, 10.89894778, ..., -560.08641514, -561.36378732, -562.64115949], [ 4.11305346, 3.48288261, 2.85271175, ..., -278.83366029, -279.46383115, -280.094002 ], [ 20.54382616, 21.14916082, 21.75449548, ..., 292.33908866, 292.94442332, 293.54975798]]]) - α(chain, draw)float646.216 -4.704 -7.027 ... 4.743 19.94
array([[ 6.21613318e+00, -4.70395516e+00, -7.02675386e+00, -1.13332305e+01, -3.32761820e+00, 1.97698427e+00, 1.64716796e+01, -2.04016249e+00, -3.67840814e+00, -7.88954966e+00, 2.33403017e+00, 5.98768203e+00, 1.38252088e+01, -9.39065623e+00, -2.18301341e+01, 1.39699839e+01, 2.36477753e+01, 8.15489729e+00, 2.66535534e+00, 6.05010630e+00, -3.07544207e+00, 8.77955290e+00, 2.11601268e+01, -1.28518040e+01, 1.66257956e+01, -1.42213418e+01, 5.31221979e+00, 1.19337836e+00, 1.09533727e+01, -3.94749416e+00, 4.83270460e-01, -1.05197968e+01, 1.05030961e+01, 1.17053311e+00, -5.80202860e+00, -5.05329449e-01, -4.30627764e+00, -1.37446953e+01, -6.48233607e+00, 2.31422461e+01, 2.88799399e+00, -1.16094298e+01, 2.17928566e+00, 8.60318960e+00, 9.36409019e+00, 9.79348789e+00, 3.58702664e+00, 6.27045311e+00, 1.01976982e+01, 2.20447275e+01, 3.83385580e+00, 7.18801767e+00, -6.55924245e+00, 1.29108207e+00, -1.84432100e+01, 1.55613144e+01, 1.11161241e+01, 6.31247913e+00, 2.00490216e+01, 1.12863458e+00, ... 3.63828223e-01, 2.14335439e+01, 2.70374972e+00, -1.20622408e+01, 1.57106162e+01, 3.39125900e+01, 7.19999873e+00, -3.13077175e+00, -1.38599915e+00, -9.30088490e+00, -1.72910172e+01, 1.85631735e+01, -3.77042080e+00, 4.81940219e+00, 1.70936020e+00, 3.20905082e+00, 1.39878968e+01, 1.01962959e+01, 1.24114982e+01, 2.02002117e+00, 1.13936963e+01, 1.52566455e+00, -4.23330203e+00, 1.12050330e+01, 4.79957379e+00, -7.99831385e+00, 3.88689673e+00, -5.72490062e+00, 6.56625976e+00, -1.80534227e+00, -1.02379300e+01, -4.02852005e-02, 9.86384011e+00, 1.62429803e+01, -8.07771123e+00, 6.69801604e+00, 5.58049964e+00, 5.67823358e+00, 5.68031161e-01, 3.09676558e+00, 7.65922887e+00, -2.05267796e+00, 6.51287264e+00, 2.10889151e+00, 5.30830321e+00, -9.07673716e+00, -8.53232462e+00, 8.45659756e+00, 1.49342880e+01, 5.23312202e+00, 9.67106914e+00, 2.76910895e+00, 4.25190379e+00, -1.36522922e+01, 5.04935215e-01, -4.08296024e+00, 1.47310643e+01, 4.74322431e+00, 1.99384915e+01]]) - β(chain, draw)float642.29 -2.866 ... -0.6302 0.6053
array([[ 2.29039413, -2.86582811, 0.57508872, 0.08202685, -1.25571782, -1.25914462, -0.2202703 , 0.27628107, 0.7841574 , -0.61930287, 2.41586627, 0.09323288, 0.0680129 , 1.78567938, 0.42867499, -0.06428176, 0.11660143, -0.42139333, 0.44279823, -2.2301249 , -1.65870683, -1.05432373, 0.7635949 , -0.42757932, -0.17572312, 0.12266788, 1.07560401, -1.29382705, 0.37718917, 0.31369567, -1.44887544, -0.72526883, -0.23394882, 0.89292529, 0.03851331, -0.84845348, 1.79757834, 0.14151407, -0.8846092 , -2.072684 , -0.33367943, 0.13822861, -0.4588701 , 0.47810908, -0.48510509, 0.32622282, 0.09355417, -0.47124359, -0.54629554, -0.59467496, 0.58813567, -0.32607835, -2.26258096, -0.30198496, -0.99406269, -1.01346167, 0.31627191, -0.53504522, -1.88523302, 0.29770301, -0.20359952, 0.00740794, 0.89040976, 0.75551574, -0.7839049 , -0.12827417, -1.44044864, 0.07146347, -0.59599665, 0.03752773, 0.47918014, -0.70525577, 1.94441242, 0.18643685, -0.09046863, -0.73604615, -0.33550433, -0.26885931, 1.47238069, 0.94484279, -1.04250284, 1.12490996, 0.05655329, 0.53966113, -0.42176094, 1.20510794, 0.40935403, 0.73963148, 0.21563171, -0.12158952, 0.74318877, 2.30688931, 0.24728844, 1.65735349, -1.54111121, 2.11698076, -0.44556538, -0.42327287, -0.70136036, -0.59930417, ... -1.11723887, 0.18982033, 0.38161098, 1.453833 , 0.50735743, -1.66783992, 0.22458332, 0.40033583, -0.36953409, -1.50462222, -0.1909706 , 0.27495076, 0.56726408, 0.32677643, 0.63753525, 0.6534634 , -0.73156237, -0.31986356, 0.20873078, 0.92267926, 1.18263623, 0.90493844, -2.48039378, 1.05959051, 0.19318649, -0.76327319, 0.74468722, 0.5840027 , -0.35500202, 0.14802569, -1.02218107, -0.59509493, 1.90518084, -0.44657534, 1.40977868, -0.52897496, 0.30589455, 0.55670087, -1.93950567, -0.85288481, -0.02457361, 1.82666384, 0.30397929, 0.18868277, -0.83277279, -1.2009785 , -0.21571464, -0.68897619, 0.23361828, -0.30975241, -0.77294004, 0.00764244, 1.19014093, 0.47898092, 0.13545512, -0.0723195 , -0.38540434, -0.16911571, 0.4036531 , 1.19402351, -0.56868574, -0.5118485 , 1.3688969 , 0.80397413, 0.52339299, -0.0881098 , 1.12080767, 0.12083225, -0.76898512, -1.12721981, -0.63879468, 0.0039029 , 1.36151951, -0.66102408, -2.27192769, 0.04800441, -0.39858809, 1.48659536, -1.1122067 , 1.56458647, -0.74217105, -0.02343963, 1.96612068, -0.83366084, -0.01169555, 1.11352286, 0.5743645 , -0.90989455, 0.48598796, -0.15884482, 1.66773716, -0.01605013, -1.31386289, 0.13456825, 0.25490797, -1.03326601, -0.54668336, -1.27737218, -0.63017085, 0.60533466]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - μ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 442, 443, 444, 445, 446, 447, 448, 449, 450, 451], dtype='int64', name='μ_dim_0', length=452))
- created_at :
- 2025-01-13T00:15:49.054838+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 2MB Dimensions: (chain: 1, draw: 500, μ_dim_0: 452) Coordinates: * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499 * μ_dim_0 (μ_dim_0) int64 4kB 0 1 2 3 4 5 6 7 ... 445 446 447 448 449 450 451 Data variables: σ (chain, draw) float64 4kB 21.27 0.00966 6.391 ... 13.06 10.88 9.557 μ (chain, draw, μ_dim_0) float64 2MB 8.507 10.8 13.09 ... 292.9 293.5 α (chain, draw) float64 4kB 6.216 -4.704 -7.027 ... 14.73 4.743 19.94 β (chain, draw) float64 4kB 2.29 -2.866 0.5751 ... -0.6302 0.6053 Attributes: created_at: 2025-01-13T00:15:49.054838+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 1
- draw: 500
- US_dim_0: 452
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- US_dim_0(US_dim_0)int640 1 2 3 4 5 ... 447 448 449 450 451
array([ 0, 1, 2, ..., 449, 450, 451])
- US(chain, draw, US_dim_0)float6423.57 -1.405 13.84 ... 299.2 296.6
array([[[ 23.5673464 , -1.40534235, 13.83895926, ..., 1005.72798561, 1038.78676533, 1027.75959835], [ -7.56197477, -10.43042631, -13.29806015, ..., -1294.32609844, -1297.19549582, -1300.05616912], [ -11.52052034, -7.42660506, -7.44792417, ..., 240.14189079, 243.28283567, 252.845543 ], ..., [ 20.29949077, 16.39319377, -18.50872922, ..., -563.8198639 , -560.57172143, -571.80893166], [ 6.89740858, 25.03881495, -6.14345894, ..., -285.81350943, -303.56887013, -278.05963286], [ 25.7112775 , 29.56074806, 17.28864606, ..., 293.92182087, 299.15122139, 296.61380173]]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 442, 443, 444, 445, 446, 447, 448, 449, 450, 451], dtype='int64', name='US_dim_0', length=452))
- created_at :
- 2025-01-13T00:15:49.059269+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 2MB Dimensions: (chain: 1, draw: 500, US_dim_0: 452) Coordinates: * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499 * US_dim_0 (US_dim_0) int64 4kB 0 1 2 3 4 5 6 ... 445 446 447 448 449 450 451 Data variables: US (chain, draw, US_dim_0) float64 2MB 23.57 -1.405 ... 299.2 296.6 Attributes: created_at: 2025-01-13T00:15:49.059269+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- US_dim_0: 452
- US_dim_0(US_dim_0)int640 1 2 3 4 5 ... 447 448 449 450 451
array([ 0, 1, 2, ..., 449, 450, 451])
- US(US_dim_0)float644.673 5.215 5.468 ... 17.32 17.32
array([ 4.67282883, 5.21493576, 5.46806014, 5.99893656, 6.25190388, 6.38687932, 6.66185474, 7.04490512, 7.3689704 , 7.70481192, 7.99900721, 8.07464908, 8.45083969, 8.78140191, 9.12358351, 9.52244673, 9.90498643, 10.16681289, 10.4601848 , 10.73934884, 10.94649904, 11.13949667, 11.37012842, 11.56535661, 11.73617301, 11.87695728, 12.01966475, 12.16681713, 12.32189821, 12.4560217 , 12.57448296, 12.68068128, 12.76954954, 12.85512948, 12.93245149, 13.00522488, 13.08293 , 13.15207945, 13.20704087, 13.25591477, 13.30198128, 13.34902872, 13.38873652, 13.4337024 , 13.48095488, 13.5192424 , 13.55373532, 13.59175682, 13.62365853, 13.65802365, 13.6965671 , 13.73233002, 13.76482866, 13.79232586, 13.81629525, 13.84055628, 13.86601354, 13.8934156 , 13.92521303, 13.94942588, 13.97045492, 13.99087296, 14.0112492 , 14.03124191, 14.05309336, 14.07403592, 14.09325971, 14.10745005, 14.12173932, 14.13849293, 14.15315996, 14.1721124 , 14.18928821, 14.20577607, 14.21812895, 14.23298724, 14.24672983, 14.26136877, 14.27773148, 14.2925227 , 14.30553983, 14.31775809, 14.32899504, 14.34068514, 14.35159624, 14.36457083, 14.37860486, 14.39197279, 14.40258475, 14.41223164, 14.4240014 , 14.43474798, 14.4463301 , 14.45975632, 14.47080529, 14.48006586, 14.48909921, 14.4984291 , 14.50903617, 14.52053196, ... 17.15593016, 17.1584866 , 17.16112352, 17.16385083, 17.16656528, 17.16882591, 17.17062016, 17.17265061, 17.17463631, 17.17696959, 17.17932714, 17.1816239 , 17.18363125, 17.18504313, 17.18659142, 17.18856961, 17.19055341, 17.19268878, 17.19478719, 17.19658907, 17.19788815, 17.19981105, 17.2016386 , 17.20363773, 17.20568012, 17.20775505, 17.20961572, 17.21074869, 17.21247724, 17.21426997, 17.2171715 , 17.21941677, 17.22198386, 17.22406071, 17.22548574, 17.22777718, 17.22979431, 17.23199746, 17.23458895, 17.23687279, 17.23893094, 17.2400704 , 17.24259671, 17.24456134, 17.24699095, 17.24957079, 17.25223472, 17.25437286, 17.25586061, 17.25810919, 17.26059675, 17.26299847, 17.26535997, 17.2678965 , 17.26955377, 17.2708814 , 17.27302412, 17.27495285, 17.27692759, 17.27903624, 17.28098862, 17.28265525, 17.28365537, 17.28514102, 17.28672284, 17.28843463, 17.29023869, 17.29203094, 17.2934305 , 17.29433669, 17.29589493, 17.29714854, 17.29852351, 17.29998182, 17.30143112, 17.30248693, 17.30314117, 17.30426862, 17.30529576, 17.3063897 , 17.3075497 , 17.30883637, 17.30971189, 17.31022397, 17.31109381, 17.31193724, 17.31282458, 17.31373679, 17.31459377, 17.31519138, 17.31557956, 17.31636206, 17.31704842, 17.31777334, 17.31860231, 17.31926341, 17.31962364])
- US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 442, 443, 444, 445, 446, 447, 448, 449, 450, 451], dtype='int64', name='US_dim_0', length=452))
- created_at :
- 2025-01-13T00:15:51.121118+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 7kB Dimensions: (US_dim_0: 452) Coordinates: * US_dim_0 (US_dim_0) int64 4kB 0 1 2 3 4 5 6 ... 445 446 447 448 449 450 451 Data variables: US (US_dim_0) float64 4kB 4.673 5.215 5.468 ... 17.32 17.32 17.32 Attributes: created_at: 2025-01-13T00:15:51.121118+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset
unpooled.posterior['α'].shape
(4, 1000)
summary_df = az.summary(unpooled)
summary_df.to_csv(f'unpooled_{country}_summary.csv')
az.plot_trace(data=unpooled, var_names=prior_vars);
plt.tight_layout()
az.plot_posterior(data=unpooled, var_names=prior_vars, group='posterior');
az.plot_posterior(data=unpooled, var_names=prior_vars, group='prior');
az.plot_ppc(data=unpooled, group='posterior');
# pm.find_MAP(model=unpooled_model)
mean_priors = az.summary(unpooled).filter(items=prior_vars, axis=0)['mean']
y_fitted = mean_priors['α'] + mean_priors['β']*x
mean_priors
α 12.419 β 0.014 σ 1.236 Name: mean, dtype: float64
ci = 0.95
az.plot_hdi(x=x, y=unpooled.posterior_predictive[country], hdi_prob=ci)#, plot_kwargs={'label': f'Predictions ({ci})'});
# az.plot_hpd(x=x, y=unpooled.posterior['μ'], color='C2', credible_interval=ci)#, plot_kwargs={'label': f'Expectation ({ci})'});
plt.plot(x, y, label='Observed');
plt.plot(x, y_fitted, label=f"{mean_priors['α']} + {mean_priors['β']}*x", color='k');
plt.xlabel(f'Days Since {threshold}th Case')
plt.ylabel('Natural Logarithm of Confirmed Cases')
plt.title(country)
plt.legend()
plt.show()
plt.close()
az.r2_score(y_true=y, y_pred=unpooled.posterior_predictive[country].data.reshape(-1, y.shape[0]))
r2 0.604565 r2_std 0.018961 dtype: float64
# az.plot_dist(unpooled.log_likelihood[country]);
# az.plot_dist(unpooled.prior_predictive[country]);
## Mean of predicted values
y_fitted = unpooled.posterior_predictive[country].data.reshape(-1, y.shape[0]).mean(axis=0)
print(f"r2_score = {round(r2_score(y, y_fitted), 2)}")
print(f"mean_squared_error = {round(mean_squared_error(y, y_fitted), 2)}")
r2_score = 0.67 mean_squared_error = 1.51
## Mean of expected values
y_fitted = unpooled.posterior['μ'].data.reshape(-1, y.shape[0]).mean(axis=0)
print(f"r2_score = {round(r2_score(y, y_fitted), 2)}")
print(f"mean_squared_error = {round(mean_squared_error(y, y_fitted), 2)}")
r2_score = 0.67 mean_squared_error = 1.51
Finding appropriate start date for all data¶
For both pooled and hierarchical
# Data for all counties needs to be in similar dimensions.
cumulative_threshold = 1e4 # to select countries
threshold = 100 # to select start_date
high_confirmed_df = confirmed_df[confirmed_df.iloc[:, -1] > cumulative_threshold]
high_confirmed_df = high_confirmed_df.where(cond=lambda x: x > threshold, other=np.nan) # or -1
# Dropping for now
high_confirmed_df = high_confirmed_df.drop(index=['China', 'Korea, South'])
majority = high_confirmed_df.shape[0]/2
high_confirmed_df.isna().sum().iplot(hline=majority,
xTitle='Date', yTitle=f'Countries below {threshold} cases',
title='Threshold Cases for Highly Infected Countries');
cross_over_date = (high_confirmed_df.isna().sum() < majority).idxmax()
cross_over_date
'3/23/20'
Preparing data¶
For both pooled and hierarchical
thresholded_high_confirmed_df = high_confirmed_df.iloc[:, high_confirmed_df.columns.to_list().index(cross_over_date):]
thresholded_high_confirmed_df = thresholded_high_confirmed_df.dropna(how='any', axis=0)
thresholded_high_confirmed_df = thresholded_high_confirmed_df.applymap(np.log)
print(thresholded_high_confirmed_df.shape)
(75, 433)
/var/folders/5x/vz4_nh_d6f5ds1c71xs4q_n0qqgwj_/T/ipykernel_73844/1674293464.py:3: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead.
n_countries = thresholded_high_confirmed_df.shape[0]
date_points = thresholded_high_confirmed_df.shape[1]
idx = np.repeat(a=np.arange(n_countries), repeats=date_points)
Pooled Model¶
Shared/ grouped priors between all countries
x = np.arange(1, date_points + 1)
XX = np.stack([x]*n_countries, axis=0)
YY = thresholded_high_confirmed_df.values
print(XX.shape, YY.shape)
(75, 433) (75, 433)
def split_and_pack(labels, data, axis=2):
'''
Helper function to unpack values from a vectorised output
'''
splits = np.split(ary=data, axis=axis, indices_or_sections=len(labels))
d = dict(zip(labels, data))
return d
with pm.Model() as pooled_model:
X = pm.Data(name='X', value=XX)
Y = pm.Data(name='Y', value=YY.flatten())
# priors
α = pm.Normal(name='α', mu=int(np.log(threshold)), sigma=10, shape=n_countries)
β = pm.Normal(name='β', sigma=5, shape=n_countries)
# error
σ = pm.HalfNormal(name='σ', sigma=10, shape=n_countries)
# expected value
μ = pm.Deterministic(name='μ', var= (α + β*X.T).T.flatten())
# liklihood == 'prior_predictive'
pm.Normal(name='pooled', mu=μ, sigma=σ[idx], observed=Y)
gv = pm.model_to_graphviz(pooled_model)
gv.format = 'png'
gv.render(filename='pooled_model.png')
gv
with pooled_model:
# sampling liklihood
prior = pm.sample_prior_predictive()
# posterior
trace = pm.sample()
# predictions == 'posterior_predictive'
pred = pm.sample_posterior_predictive(trace)
Sampling: [pooled, α, β, σ] Initializing NUTS using jitter+adapt_diag... Multiprocess sampling (4 chains in 4 jobs) NUTS: [α, β, σ]
Output()
Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 152 seconds. Sampling: [pooled]
Output()
# pooled = az.from_pymc3(trace=trace, prior=prior, posterior_predictive=pred, model=pooled_model)
pooled = custom_from_pymc3(trace, prior, pred)
prior_vars = ['α', 'β', 'σ']
pooled
-
- chain: 4
- draw: 1000
- α_dim_0: 75
- β_dim_0: 75
- σ_dim_0: 75
- μ_dim_0: 32475
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- α_dim_0(α_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - β_dim_0(β_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - σ_dim_0(σ_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_dim_0(μ_dim_0)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- α(chain, draw, α_dim_0)float646.317 8.314 5.923 ... 11.39 5.156
array([[[ 6.31691393, 8.31387285, 5.92331806, ..., 9.0766695 , 11.37603529, 5.14027915], [ 6.31478642, 8.4770691 , 6.02745653, ..., 9.05059758, 11.36252844, 5.22595593], [ 6.25013637, 8.34045168, 5.93983991, ..., 9.02836941, 11.34346115, 5.14309506], ..., [ 6.32859896, 8.42679732, 5.96670203, ..., 9.03919413, 11.40936324, 5.18713252], [ 6.2636508 , 8.45058991, 5.99526093, ..., 9.11585365, 11.3097885 , 5.15674207], [ 6.32153351, 8.32868062, 5.96550581, ..., 9.12325828, 11.37692161, 5.16359064]], [[ 6.28158279, 8.44035345, 5.96487312, ..., 9.07380898, 11.30395793, 5.16959017], [ 6.27611919, 8.36365347, 5.98314925, ..., 9.11493728, 11.38810529, 5.16143501], [ 6.30336029, 8.38778233, 5.95773965, ..., 9.0620908 , 11.37856256, 5.26847899], ... [ 6.31333001, 8.35246288, 5.9565986 , ..., 9.07977628, 11.4308989 , 5.08463483], [ 6.31742569, 8.49742904, 5.97592816, ..., 9.00543723, 11.33732651, 5.19795037], [ 6.28995354, 8.49640698, 5.95205771, ..., 9.03720172, 11.38341967, 5.18499343]], [[ 6.30867786, 8.27152328, 5.96265849, ..., 9.12280113, 11.36707229, 5.20449769], [ 6.28345822, 8.52808958, 6.00085482, ..., 9.05079495, 11.36124368, 5.09259903], [ 6.27009362, 8.29963406, 5.92168439, ..., 9.03214697, 11.3266815 , 5.22146027], ..., [ 6.2660602 , 8.42009898, 5.95104725, ..., 9.13351842, 11.30902959, 5.16350511], [ 6.28619862, 8.47101513, 5.94508924, ..., 9.07234032, 11.35665812, 5.24463571], [ 6.26792546, 8.46476489, 5.99872919, ..., 9.01718872, 11.3921894 , 5.15618754]]]) - β(chain, draw, β_dim_0)float640.01483 0.0102 ... 0.01048 0.01642
array([[[0.01483014, 0.01019741, 0.00958662, ..., 0.01110848, 0.01061829, 0.01653686], [0.01521238, 0.0096571 , 0.00926914, ..., 0.01111488, 0.01063738, 0.01611085], [0.01532593, 0.01021439, 0.0094737 , ..., 0.01139287, 0.01078456, 0.01652823], ..., [0.01484557, 0.00975152, 0.00933508, ..., 0.0112247 , 0.01054916, 0.01617431], [0.01534808, 0.00955862, 0.00946186, ..., 0.01078144, 0.01083359, 0.01656007], [0.01513039, 0.01001957, 0.00943598, ..., 0.01099716, 0.01055188, 0.01629988]], [[0.01502454, 0.00982832, 0.00940193, ..., 0.01121118, 0.01085761, 0.01660593], [0.01524443, 0.00973135, 0.00947047, ..., 0.01108461, 0.01053511, 0.01616728], [0.01500792, 0.01003492, 0.00940566, ..., 0.01094903, 0.01057085, 0.01621733], ... [0.01503321, 0.01006891, 0.00950639, ..., 0.01109861, 0.01043533, 0.01670329], [0.01492801, 0.0093481 , 0.00942344, ..., 0.01137901, 0.01077279, 0.01610114], [0.01502546, 0.00922779, 0.00957547, ..., 0.011086 , 0.01067136, 0.01623199]], [[0.01496874, 0.0100849 , 0.00954705, ..., 0.01090699, 0.01073127, 0.01631352], [0.0151532 , 0.009381 , 0.00938303, ..., 0.01130578, 0.01073325, 0.01653878], [0.01522175, 0.01004937, 0.0097071 , ..., 0.01126542, 0.0107748 , 0.01628613], ..., [0.01529598, 0.00965334, 0.00945674, ..., 0.01098151, 0.01077303, 0.01631499], [0.015145 , 0.00976846, 0.00956045, ..., 0.01106834, 0.01073148, 0.01617712], [0.0152553 , 0.00972533, 0.00933668, ..., 0.0113437 , 0.01047754, 0.01641982]]]) - σ(chain, draw, σ_dim_0)float640.4209 0.6319 ... 0.3675 0.433
array([[[0.42085581, 0.63188942, 0.29553239, ..., 0.62747715, 0.3866076 , 0.41399691], [0.44367956, 0.6296604 , 0.33083922, ..., 0.6517164 , 0.35233701, 0.48804334], [0.40625335, 0.61191057, 0.29794705, ..., 0.63046528, 0.37855063, 0.42848316], ..., [0.42673834, 0.62606646, 0.30397437, ..., 0.60249933, 0.36085106, 0.44031694], [0.41932362, 0.64254697, 0.32187976, ..., 0.68322315, 0.3719321 , 0.46876678], [0.43500941, 0.66798667, 0.30716589, ..., 0.64317168, 0.3735603 , 0.45631967]], [[0.43867033, 0.62585171, 0.29863717, ..., 0.66408179, 0.39434263, 0.41813713], [0.41548846, 0.66602858, 0.32453349, ..., 0.60354785, 0.34661915, 0.48425433], [0.39178065, 0.62280515, 0.31388449, ..., 0.6394162 , 0.36481801, 0.45776884], ... [0.41810022, 0.60141541, 0.29653835, ..., 0.61989498, 0.37213024, 0.45398653], [0.4249729 , 0.66753299, 0.31717593, ..., 0.65476915, 0.35756621, 0.44294016], [0.42442647, 0.62787021, 0.32705048, ..., 0.59599789, 0.36971702, 0.46530816]], [[0.41076808, 0.57303194, 0.31179708, ..., 0.62864231, 0.39938297, 0.45001163], [0.41695329, 0.65000712, 0.32243357, ..., 0.63548248, 0.34661613, 0.47313213], [0.43905634, 0.60699055, 0.30023469, ..., 0.64668795, 0.39282731, 0.43917474], ..., [0.45125653, 0.61861198, 0.30478863, ..., 0.65764537, 0.39057909, 0.46928031], [0.4486783 , 0.65689595, 0.32825562, ..., 0.64921546, 0.38070076, 0.43125609], [0.44911618, 0.66109146, 0.32617593, ..., 0.65022334, 0.36745918, 0.43296165]]]) - μ(chain, draw, μ_dim_0)float646.332 6.347 6.361 ... 12.25 12.27
array([[[ 6.33174408, 6.34657422, 6.36140436, ..., 12.2676675 , 12.28420437, 12.30074123], [ 6.3299988 , 6.34521119, 6.36042357, ..., 12.16973302, 12.18584387, 12.20195473], [ 6.2654623 , 6.28078823, 6.29611416, ..., 12.26676022, 12.28328844, 12.29981667], ..., [ 6.34344453, 6.3582901 , 6.37313567, ..., 12.15826135, 12.17443567, 12.19060998], [ 6.27899888, 6.29434697, 6.30969505, ..., 12.29413215, 12.31069222, 12.32725229], [ 6.3366639 , 6.3517943 , 6.36692469, ..., 12.18884 , 12.20513988, 12.22143976]], [[ 6.29660733, 6.31163187, 6.32665642, ..., 12.3267469 , 12.34335283, 12.35995877], [ 6.29136362, 6.30660806, 6.32185249, ..., 12.12953054, 12.14569782, 12.16186509], [ 6.31836821, 6.33337614, 6.34838406, ..., 12.25814913, 12.27436646, 12.2905838 ], ... [ 6.32836322, 6.34339644, 6.35842965, ..., 12.28375276, 12.30045605, 12.31715934], [ 6.3323537 , 6.34728171, 6.36220973, ..., 12.13754352, 12.15364467, 12.16974581], [ 6.304979 , 6.32000446, 6.33502992, ..., 12.18097926, 12.19721124, 12.21344323]], [[ 6.3236466 , 6.33861535, 6.35358409, ..., 12.23562268, 12.2519362 , 12.26824971], [ 6.29861142, 6.31376462, 6.32891782, ..., 12.22081288, 12.23735166, 12.25389044], [ 6.28531537, 6.30053713, 6.31575888, ..., 12.24078148, 12.25706761, 12.27335374], ..., [ 6.28135617, 6.29665215, 6.31194813, ..., 12.19526423, 12.21157922, 12.22789421], [ 6.30134362, 6.31648862, 6.33163362, ..., 12.21697235, 12.23314946, 12.24932658], [ 6.28318076, 6.29843607, 6.31369137, ..., 12.23313174, 12.24955156, 12.26597139]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - α_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='α_dim_0')) - β_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='β_dim_0')) - σ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='σ_dim_0')) - μ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='μ_dim_0', length=32475))
- created_at :
- 2025-01-13T00:18:37.416550+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 151.56448006629944
- tuning_steps :
- 1000
<xarray.Dataset> Size: 1GB Dimensions: (chain: 4, draw: 1000, α_dim_0: 75, β_dim_0: 75, σ_dim_0: 75, μ_dim_0: 32475) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 6 7 ... 993 994 995 996 997 998 999 * α_dim_0 (α_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * β_dim_0 (β_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * σ_dim_0 (σ_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * μ_dim_0 (μ_dim_0) int64 260kB 0 1 2 3 4 5 ... 32470 32471 32472 32473 32474 Data variables: α (chain, draw, α_dim_0) float64 2MB 6.317 8.314 ... 11.39 5.156 β (chain, draw, β_dim_0) float64 2MB 0.01483 0.0102 ... 0.01642 σ (chain, draw, σ_dim_0) float64 2MB 0.4209 0.6319 ... 0.3675 0.433 μ (chain, draw, μ_dim_0) float64 1GB 6.332 6.347 ... 12.25 12.27 Attributes: created_at: 2025-01-13T00:18:37.416550+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 151.56448006629944 tuning_steps: 1000xarray.Dataset -
- chain: 4
- draw: 1000
- pooled_dim_2: 32475
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- pooled_dim_2(pooled_dim_2)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- pooled(chain, draw, pooled_dim_2)float645.83 6.778 5.974 ... 11.51 12.35
array([[[ 5.83047685, 6.77799174, 5.9739404 , ..., 11.99756868, 12.09563938, 12.21937124], [ 6.53624439, 6.30333311, 6.85010156, ..., 12.28361821, 12.39666827, 12.73446109], [ 6.5241751 , 6.40229404, 5.63248063, ..., 12.13401521, 12.79128381, 12.29900044], ..., [ 6.23308759, 6.02294786, 6.09315776, ..., 11.46423792, 13.06641406, 12.00558108], [ 5.69556013, 7.13767041, 6.48973652, ..., 12.89027556, 11.96390288, 12.8730415 ], [ 7.06136754, 6.57228032, 6.32883796, ..., 11.37922485, 12.55757756, 11.67528132]], [[ 6.20209352, 6.05116928, 5.36602025, ..., 12.01567534, 12.0849582 , 12.17831503], [ 6.51610006, 7.05594855, 6.43500965, ..., 12.17202997, 11.4149778 , 12.26278408], [ 6.59250588, 6.34884249, 5.9571883 , ..., 12.76304491, 12.45802388, 12.16907083], ... [ 6.40697982, 6.24375477, 6.56406588, ..., 12.95420375, 12.23738147, 12.49373022], [ 6.78897754, 6.67822988, 6.66126285, ..., 11.91298858, 12.05063156, 11.66316969], [ 6.30536328, 6.23401635, 6.30420917, ..., 12.75879551, 11.54716247, 11.67856674]], [[ 6.69826593, 6.65234011, 6.35768564, ..., 11.72613491, 12.76419568, 12.6458509 ], [ 5.90458817, 6.04146101, 6.09332961, ..., 11.51167155, 11.88682945, 12.06159506], [ 6.32829169, 6.68661787, 5.99363985, ..., 12.33865127, 12.53660695, 11.45040196], ..., [ 6.04694984, 6.34539778, 6.48756205, ..., 12.07421797, 11.62784385, 12.09275046], [ 6.70287714, 6.12397256, 6.8882849 , ..., 11.80387041, 12.39790522, 12.02543279], [ 6.5384642 , 6.37265659, 5.663773 , ..., 12.23815095, 11.50684237, 12.34984788]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - pooled_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='pooled_dim_2', length=32475))
- created_at :
- 2025-01-13T00:18:39.974730+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 1GB Dimensions: (chain: 4, draw: 1000, pooled_dim_2: 32475) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 6 ... 993 994 995 996 997 998 999 * pooled_dim_2 (pooled_dim_2) int64 260kB 0 1 2 3 ... 32471 32472 32473 32474 Data variables: pooled (chain, draw, pooled_dim_2) float64 1GB 5.83 6.778 ... 12.35 Attributes: created_at: 2025-01-13T00:18:39.974730+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 4
- draw: 1000
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- index_in_trajectory(chain, draw)int6426 -17 13 18 14 ... -5 13 -14 7 -28
array([[ 26, -17, 13, ..., 14, 18, 25], [ 23, 20, 7, ..., -18, -24, -5], [ 8, 14, 8, ..., 12, 12, 8], [-10, 23, 15, ..., -14, 7, -28]]) - smallest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - n_steps(chain, draw)float6431.0 31.0 31.0 ... 31.0 31.0 31.0
array([[31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.]]) - diverging(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - process_time_diff(chain, draw)float640.02362 0.0237 ... 0.02556 0.02515
array([[0.023617, 0.023698, 0.023632, ..., 0.023107, 0.023105, 0.0235 ], [0.023294, 0.022852, 0.023341, ..., 0.022882, 0.023289, 0.023178], [0.023636, 0.023246, 0.023396, ..., 0.023538, 0.023132, 0.023627], [0.022964, 0.023006, 0.023384, ..., 0.025421, 0.02556 , 0.025153]]) - tree_depth(chain, draw)int645 5 5 5 5 5 5 5 ... 5 5 5 5 5 5 5 5
array([[5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5]]) - step_size(chain, draw)float640.2368 0.2368 ... 0.2339 0.2339
array([[0.23680847, 0.23680847, 0.23680847, ..., 0.23680847, 0.23680847, 0.23680847], [0.25638132, 0.25638132, 0.25638132, ..., 0.25638132, 0.25638132, 0.25638132], [0.19984311, 0.19984311, 0.19984311, ..., 0.19984311, 0.19984311, 0.19984311], [0.23385787, 0.23385787, 0.23385787, ..., 0.23385787, 0.23385787, 0.23385787]]) - energy_error(chain, draw)float64-0.3021 0.5038 ... 0.2192 0.1855
array([[-0.30214803, 0.50377079, -0.64844305, ..., -0.13431347, 0.70897966, -0.73603028], [ 0.57928349, -0.0284817 , -0.11692588, ..., -0.10028046, 0.61368531, -0.14442079], [-0.70732635, 0.0185905 , 0.04038242, ..., 0.68969878, -0.03789076, 0.06910805], [ 0.59831287, -0.66514104, -0.26478821, ..., -0.62170049, 0.21915969, 0.18554793]]) - acceptance_rate(chain, draw)float641.0 0.6188 0.8104 ... 0.8153 0.749
array([[1. , 0.61875073, 0.81037335, ..., 0.977938 , 0.64171321, 0.99069466], [0.85148581, 0.99432076, 0.99941244, ..., 0.91206405, 0.60059871, 0.97499686], [0.9711997 , 0.99051623, 0.95000816, ..., 0.49391363, 0.98073862, 0.96172801], [0.78822514, 0.82844472, 0.74587748, ..., 0.92459403, 0.81530534, 0.74898019]]) - step_size_bar(chain, draw)float640.1988 0.1988 ... 0.2021 0.2021
array([[0.19875363, 0.19875363, 0.19875363, ..., 0.19875363, 0.19875363, 0.19875363], [0.18846296, 0.18846296, 0.18846296, ..., 0.18846296, 0.18846296, 0.18846296], [0.19708018, 0.19708018, 0.19708018, ..., 0.19708018, 0.19708018, 0.19708018], [0.2020656 , 0.2020656 , 0.2020656 , ..., 0.2020656 , 0.2020656 , 0.2020656 ]]) - perf_counter_diff(chain, draw)float640.02373 0.02398 ... 0.02843 0.02692
array([[0.02373121, 0.02398033, 0.02373079, ..., 0.02313725, 0.02310529, 0.02380579], [0.02335629, 0.02288763, 0.02336487, ..., 0.02291242, 0.023337 , 0.02335917], [0.02365283, 0.02327321, 0.02342508, ..., 0.02356679, 0.0231435 , 0.02395321], [0.02297162, 0.02307437, 0.02343246, ..., 0.02765858, 0.02843438, 0.0269215 ]]) - energy(chain, draw)float642.624e+04 2.627e+04 ... 2.623e+04
array([[26237.70841999, 26268.60139616, 26275.50630391, ..., 26234.74362256, 26261.43844251, 26237.41193871], [26272.23316072, 26251.39724304, 26261.41620665, ..., 26212.49023238, 26238.96237481, 26256.78466756], [26233.29873242, 26224.46731621, 26231.36417086, ..., 26230.03874641, 26240.92665544, 26231.41825115], [26234.26031156, 26237.3215073 , 26237.50009416, ..., 26253.88915821, 26222.52488584, 26232.72574547]]) - reached_max_treedepth(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - max_energy_error(chain, draw)float64-1.065 1.196 1.03 ... 0.5713 0.8398
array([[-1.06528254, 1.19632506, 1.03005649, ..., -0.37280903, 0.91752296, -0.87787919], [ 0.65846415, -1.22298991, -1.08362311, ..., 0.40029011, 1.3945607 , -1.00488751], [-1.10161169, -0.73394332, -0.51575582, ..., 1.47714107, -0.57029337, -0.30760568], [ 0.88116388, 0.91801591, 0.91991931, ..., -0.65922235, 0.57126377, 0.83980588]]) - largest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - lp(chain, draw)float64-2.613e+04 ... -2.612e+04
array([[-26131.41911356, -26149.10890287, -26141.88573474, ..., -26121.73947664, -26140.177315 , -26123.98516941], [-26151.67223898, -26148.31139568, -26134.49327845, ..., -26116.57654034, -26136.6546164 , -26142.65171383], [-26123.06242116, -26134.57701385, -26107.63898539, ..., -26123.9202742 , -26128.7069479 , -26123.27742439], [-26124.87144424, -26114.82480015, -26120.78787142, ..., -26114.19787241, -26119.49997262, -26121.70740156]]) - perf_counter_start(chain, draw)float643.767e+05 3.767e+05 ... 3.768e+05
array([[376711.56290379, 376711.58672871, 376711.61082317, ..., 376736.52099192, 376736.54421487, 376736.56740613], [376724.90148667, 376724.92493175, 376724.94790383, ..., 376749.86091792, 376749.8839545 , 376749.90739442], [376706.01538371, 376706.03914908, 376706.06252996, ..., 376731.15495046, 376731.17863354, 376731.20187462], [376729.86313271, 376729.88619108, 376729.90933808, ..., 376755.35509054, 376755.38287804, 376755.41166725]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000))
- created_at :
- 2025-01-13T00:18:37.436194+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 151.56448006629944
- tuning_steps :
- 1000
<xarray.Dataset> Size: 496kB Dimensions: (chain: 4, draw: 1000) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 ... 995 996 997 998 999 Data variables: (12/17) index_in_trajectory (chain, draw) int64 32kB 26 -17 13 18 ... -14 7 -28 smallest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan n_steps (chain, draw) float64 32kB 31.0 31.0 ... 31.0 31.0 diverging (chain, draw) bool 4kB False False ... False False process_time_diff (chain, draw) float64 32kB 0.02362 0.0237 ... 0.02515 tree_depth (chain, draw) int64 32kB 5 5 5 5 5 5 ... 5 5 5 5 5 5 ... ... energy (chain, draw) float64 32kB 2.624e+04 ... 2.623e+04 reached_max_treedepth (chain, draw) bool 4kB False False ... False False max_energy_error (chain, draw) float64 32kB -1.065 1.196 ... 0.8398 largest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan lp (chain, draw) float64 32kB -2.613e+04 ... -2.612e+04 perf_counter_start (chain, draw) float64 32kB 3.767e+05 ... 3.768e+05 Attributes: created_at: 2025-01-13T00:18:37.436194+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 151.56448006629944 tuning_steps: 1000xarray.Dataset -
- chain: 1
- draw: 500
- σ_dim_0: 75
- β_dim_0: 75
- μ_dim_0: 32475
- α_dim_0: 75
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- σ_dim_0(σ_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - β_dim_0(β_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_dim_0(μ_dim_0)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- α_dim_0(α_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74])
- σ(chain, draw, σ_dim_0)float6414.97 3.774 5.03 ... 13.79 10.96
array([[[14.97446943, 3.77401472, 5.03033368, ..., 9.82743575, 19.20658425, 6.21295625], [14.42177614, 12.06623595, 9.42131074, ..., 9.12426717, 1.97534109, 10.81002013], [ 2.94391539, 0.78832607, 5.28508933, ..., 9.61008893, 18.27550052, 5.98401919], ..., [ 9.34211882, 1.52685694, 11.58160998, ..., 5.22355753, 2.59575683, 18.71062353], [ 5.38578475, 14.94442091, 16.92136307, ..., 1.85768697, 2.03525364, 0.95570962], [ 1.57100196, 15.22940338, 7.72606717, ..., 7.53058047, 13.79332148, 10.95806237]]]) - β(chain, draw, β_dim_0)float643.888 -0.9929 6.392 ... 0.14 6.585
array([[[ 3.88761917, -0.99287679, 6.39225707, ..., 2.18635253, 3.02502152, -0.83012339], [-11.95133423, 6.05761562, 1.08441922, ..., 1.20809606, -3.67629684, 7.50944572], [ -4.48424563, 1.35672194, 2.09458006, ..., 5.83830861, -7.15032449, 0.62045805], ..., [ 0.87174741, 5.77689622, 2.35139223, ..., -3.50524234, 2.49204778, -7.2382102 ], [ -5.35710614, -11.56930126, -2.15919361, ..., -5.08824177, 5.6040201 , -0.87703483], [ -8.48593672, 5.49619189, -4.5153864 , ..., -1.47225687, 0.13997848, 6.58466752]]]) - μ(chain, draw, μ_dim_0)float6410.69 14.58 ... 2.852e+03 2.859e+03
array([[[ 1.06932108e+01, 1.45808300e+01, 1.84684492e+01, ..., -3.47904350e+02, -3.48734473e+02, -3.49564597e+02], [-1.74172361e+01, -2.93685704e+01, -4.13199046e+01, ..., 3.23929507e+03, 3.24680452e+03, 3.25431396e+03], [-9.93524583e-01, -5.47777022e+00, -9.96201585e+00, ..., 2.70110483e+02, 2.70730941e+02, 2.71351399e+02], ..., [ 1.45325100e+01, 1.54042574e+01, 1.62760048e+01, ..., -3.10832584e+03, -3.11556405e+03, -3.12280226e+03], [ 1.83409032e+00, -3.52301582e+00, -8.88012196e+00, ..., -3.78455803e+02, -3.79332837e+02, -3.80209872e+02], [-1.05336780e+01, -1.90196147e+01, -2.75055515e+01, ..., 2.84551727e+03, 2.85210194e+03, 2.85868661e+03]]]) - α(chain, draw, α_dim_0)float646.806 0.3762 9.024 ... 14.07 7.526
array([[[ 6.80559165, 0.37618525, 9.02411814, ..., -0.95489294, 0.1880426 , 9.87883331], [ -5.4659019 , 1.635228 , -12.24798082, ..., 24.53738362, 5.59371936, 2.72396344], [ 3.49072105, 9.16279986, 7.16060542, ..., -12.07978303, 8.46000471, 2.69306555], ..., [ 13.66076259, 0.41636822, 8.86433835, ..., 1.79751646, 7.80215949, 11.34276323], [ 7.19119646, 16.32778969, 5.86164399, ..., 2.55568531, 4.54387992, -0.45379294], [ -2.04774129, 1.41686171, 9.60134128, ..., 11.34674679, 14.06533475, 7.52557375]]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - σ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='σ_dim_0')) - β_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='β_dim_0')) - μ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='μ_dim_0', length=32475)) - α_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='α_dim_0'))
- created_at :
- 2025-01-13T00:16:04.445302+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 131MB Dimensions: (chain: 1, draw: 500, σ_dim_0: 75, β_dim_0: 75, μ_dim_0: 32475, α_dim_0: 75) Coordinates: * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499 * σ_dim_0 (σ_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * β_dim_0 (β_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * μ_dim_0 (μ_dim_0) int64 260kB 0 1 2 3 4 5 ... 32470 32471 32472 32473 32474 * α_dim_0 (α_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 Data variables: σ (chain, draw, σ_dim_0) float64 300kB 14.97 3.774 ... 13.79 10.96 β (chain, draw, β_dim_0) float64 300kB 3.888 -0.9929 ... 0.14 6.585 μ (chain, draw, μ_dim_0) float64 130MB 10.69 14.58 ... 2.859e+03 α (chain, draw, α_dim_0) float64 300kB 6.806 0.3762 ... 14.07 7.526 Attributes: created_at: 2025-01-13T00:16:04.445302+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 1
- draw: 500
- pooled_dim_0: 32475
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- pooled_dim_0(pooled_dim_0)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- pooled(chain, draw, pooled_dim_0)float6447.57 8.786 ... 2.851e+03 2.852e+03
array([[[ 4.75743629e+01, 8.78581082e+00, 1.39455698e+01, ..., -3.39616894e+02, -3.50759900e+02, -3.55624622e+02], [-3.37225208e+01, -5.19835280e+01, -2.89944417e+01, ..., 3.22048071e+03, 3.25000456e+03, 3.26298346e+03], [ 5.73261595e+00, -7.98086789e+00, -1.15129047e+01, ..., 2.65529357e+02, 2.61633572e+02, 2.71263482e+02], ..., [-3.68741136e+00, 1.52659118e+01, 5.86129577e+00, ..., -3.11064241e+03, -3.09765116e+03, -3.13221191e+03], [ 2.13643143e+00, -7.69369454e+00, -4.77151809e+00, ..., -3.79322960e+02, -3.79416720e+02, -3.80417365e+02], [-1.09147538e+01, -1.96637019e+01, -2.66612430e+01, ..., 2.84887481e+03, 2.85110048e+03, 2.85231129e+03]]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - pooled_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='pooled_dim_0', length=32475))
- created_at :
- 2025-01-13T00:16:04.450766+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 130MB Dimensions: (chain: 1, draw: 500, pooled_dim_0: 32475) Coordinates: * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 4 5 6 ... 493 494 495 496 497 498 499 * pooled_dim_0 (pooled_dim_0) int64 260kB 0 1 2 3 ... 32471 32472 32473 32474 Data variables: pooled (chain, draw, pooled_dim_0) float64 130MB 47.57 ... 2.852e+03 Attributes: created_at: 2025-01-13T00:16:04.450766+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- pooled_dim_0: 32475
- pooled_dim_0(pooled_dim_0)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- pooled(pooled_dim_0)float644.644 4.812 4.984 ... 12.55 12.57
array([ 4.6443909 , 4.81218436, 4.98360662, ..., 12.54387257, 12.55036423, 12.5713128 ])
- pooled_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='pooled_dim_0', length=32475))
- created_at :
- 2025-01-13T00:18:37.440714+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 520kB Dimensions: (pooled_dim_0: 32475) Coordinates: * pooled_dim_0 (pooled_dim_0) int64 260kB 0 1 2 3 ... 32471 32472 32473 32474 Data variables: pooled (pooled_dim_0) float64 260kB 4.644 4.812 4.984 ... 12.55 12.57 Attributes: created_at: 2025-01-13T00:18:37.440714+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- X_dim_0: 75
- X_dim_1: 433
- Y_dim_0: 32475
- X_dim_0(X_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - X_dim_1(X_dim_1)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Y_dim_0(Y_dim_0)int640 1 2 3 ... 32471 32472 32473 32474
array([ 0, 1, 2, ..., 32472, 32473, 32474])
- X(X_dim_0, X_dim_1)int321 2 3 4 5 6 ... 429 430 431 432 433
array([[ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], ..., [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433]], dtype=int32) - Y(Y_dim_0)float644.644 4.812 4.984 ... 12.55 12.57
array([ 4.6443909 , 4.81218436, 4.98360662, ..., 12.54387257, 12.55036423, 12.5713128 ])
- X_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='X_dim_0')) - X_dim_1PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='X_dim_1', length=433)) - Y_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 32465, 32466, 32467, 32468, 32469, 32470, 32471, 32472, 32473, 32474], dtype='int64', name='Y_dim_0', length=32475))
- created_at :
- 2025-01-13T00:18:37.442536+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 654kB Dimensions: (X_dim_0: 75, X_dim_1: 433, Y_dim_0: 32475) Coordinates: * X_dim_0 (X_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * X_dim_1 (X_dim_1) int64 3kB 0 1 2 3 4 5 6 7 ... 426 427 428 429 430 431 432 * Y_dim_0 (Y_dim_0) int64 260kB 0 1 2 3 4 5 ... 32470 32471 32472 32473 32474 Data variables: X (X_dim_0, X_dim_1) int32 130kB 1 2 3 4 5 6 ... 429 430 431 432 433 Y (Y_dim_0) float64 260kB 4.644 4.812 4.984 ... 12.54 12.55 12.57 Attributes: created_at: 2025-01-13T00:18:37.442536+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset
# pm.find_MAP(model=pooled_model)
pooled.posterior['α'].shape # chains x samples x n_countries
(4, 1000, 75)
summary_df = az.summary(pooled)
summary_df.to_csv('pooled_summary.csv')
countries = thresholded_high_confirmed_df.index.to_list()
means = {var : split_and_pack(data=summary_df.filter(like=var, axis=0)['mean'], labels=countries, axis=0) for var in prior_vars }
means_df = pd.DataFrame(means)
means_df
/Users/22337766/anaconda3/envs/pymc_env/lib/python3.12/site-packages/numpy/core/fromnumeric.py:59: FutureWarning: 'Series.swapaxes' is deprecated and will be removed in a future version. Please use 'Series.transpose' instead.
| α | β | σ | |
|---|---|---|---|
| Albania | 6.287 | 0.015 | 0.427 |
| Algeria | 8.401 | 0.010 | 0.629 |
| Andorra | 5.971 | 0.009 | 0.312 |
| Argentina | 8.949 | 0.017 | 1.014 |
| Armenia | 8.171 | 0.012 | 0.753 |
| Australia | 8.880 | 0.004 | 0.349 |
| Austria | 8.859 | 0.012 | 0.397 |
| Bahrain | 8.473 | 0.010 | 0.732 |
| Belgium | 10.071 | 0.010 | 0.397 |
| Bosnia and Herzegovina | 7.132 | 0.014 | 0.528 |
| Brazil | 11.888 | 0.013 | 1.048 |
| Bulgaria | 6.838 | 0.017 | 0.492 |
| Canada | 10.286 | 0.010 | 0.381 |
| Chile | 10.508 | 0.010 | 0.870 |
| Colombia | 9.387 | 0.016 | 1.039 |
| Costa Rica | 6.876 | 0.016 | 0.883 |
| Croatia | 6.780 | 0.016 | 0.500 |
| Cyprus | 5.606 | 0.014 | 0.408 |
| Czechia | 8.027 | 0.017 | 0.528 |
| Denmark | 8.405 | 0.011 | 0.311 |
| Dominican Republic | 9.012 | 0.010 | 0.699 |
| Ecuador | 9.749 | 0.009 | 0.558 |
| Egypt | 9.196 | 0.009 | 0.839 |
| Estonia | 6.258 | 0.013 | 0.428 |
| Finland | 7.831 | 0.009 | 0.248 |
| France | 11.198 | 0.011 | 0.345 |
| Germany | 11.223 | 0.010 | 0.295 |
| Greece | 7.010 | 0.015 | 0.370 |
| Hungary | 6.696 | 0.018 | 0.577 |
| India | 10.988 | 0.017 | 1.237 |
| Indonesia | 9.145 | 0.015 | 0.632 |
| Iran | 11.249 | 0.009 | 0.213 |
| Iraq | 8.519 | 0.016 | 1.058 |
| Ireland | 9.094 | 0.009 | 0.353 |
| Israel | 9.318 | 0.012 | 0.476 |
| Italy | 11.460 | 0.010 | 0.331 |
| Japan | 8.837 | 0.012 | 0.335 |
| Jordan | 5.118 | 0.023 | 0.793 |
| Kuwait | 8.817 | 0.011 | 0.920 |
| Latvia | 5.522 | 0.016 | 0.528 |
| Lebanon | 6.179 | 0.019 | 0.566 |
| Lithuania | 5.969 | 0.017 | 0.604 |
| Luxembourg | 7.657 | 0.009 | 0.285 |
| Malaysia | 7.690 | 0.013 | 0.398 |
| Malta | 5.471 | 0.013 | 0.309 |
| Mexico | 10.194 | 0.013 | 0.990 |
| Moldova | 8.047 | 0.012 | 0.630 |
| Morocco | 8.073 | 0.015 | 0.749 |
| Netherlands | 9.744 | 0.012 | 0.350 |
| North Macedonia | 7.061 | 0.013 | 0.492 |
| Norway | 8.302 | 0.008 | 0.206 |
| Pakistan | 10.276 | 0.010 | 0.838 |
| Panama | 8.844 | 0.012 | 0.657 |
| Peru | 10.651 | 0.011 | 1.015 |
| Philippines | 9.177 | 0.013 | 0.720 |
| Poland | 8.689 | 0.017 | 0.506 |
| Portugal | 9.402 | 0.011 | 0.338 |
| Qatar | 9.804 | 0.007 | 0.871 |
| Romania | 8.899 | 0.014 | 0.488 |
| Russia | 11.335 | 0.012 | 0.975 |
| Saudi Arabia | 10.465 | 0.008 | 0.960 |
| Serbia | 8.083 | 0.014 | 0.470 |
| Singapore | 9.610 | 0.005 | 0.745 |
| Slovakia | 5.997 | 0.019 | 0.605 |
| Slovenia | 6.136 | 0.017 | 0.598 |
| South Africa | 9.695 | 0.014 | 1.122 |
| Spain | 11.701 | 0.009 | 0.254 |
| Sweden | 9.521 | 0.011 | 0.350 |
| Switzerland | 9.520 | 0.010 | 0.396 |
| Thailand | 7.049 | 0.008 | 0.515 |
| Turkey | 10.703 | 0.012 | 0.498 |
| US | 13.578 | 0.010 | 0.453 |
| United Arab Emirates | 9.084 | 0.011 | 0.641 |
| United Kingdom | 11.350 | 0.011 | 0.369 |
| Uruguay | 5.186 | 0.016 | 0.454 |
az.plot_trace(data=pooled, var_names=prior_vars);
# # Plotting posterior will give a combined view of all countries
# az.plot_posterior(data=pooled, var_names=prior_vars, group='posterior');
# az.plot_posterior(data=pooled, var_names=prior_vars, group='prior');
az.plot_forest(data=pooled, var_names=prior_vars, combined=True, hdi_prob=0.99);
plt.tight_layout()
# posterior_predictive = split_and_pack(data=pooled.posterior_predictive['pooled'].data, labels=countries, axis=2) # not working??
posterior_predictive = dict(zip(countries, np.split(ary=pooled.posterior_predictive['pooled'].data, axis=2, indices_or_sections=len(countries))))
X_countrywise = split_and_pack(data=pooled.constant_data['X'].data, labels=countries, axis=0)
# Y_countrywise = split_and_pack(data=pooled.constant_data['Y'].data, labels=countries, axis=0)
Y_countrywise = dict(zip(countries, np.split(ary=pooled.constant_data['Y'].data, axis=0, indices_or_sections=len(countries))))
@interact(country=countries)
def plot_countrywise_posterior(country):
ci = 0.95
plt.figure(figsize=(15, 10))
az.plot_hdi(x=x, y=posterior_predictive[country], hdi_prob=ci);
plt.plot(X_countrywise[country], Y_countrywise[country], label='Observed');
y_fitted = means_df['α'][country] + means_df['β'][country]*X_countrywise[country]
plt.plot(X_countrywise[country], y_fitted, label=f"{means_df['α'][country]} + {means_df['β'][country]}*x", color='k');
plt.xlabel(f'Days Since {threshold}th Case')
plt.ylabel('Natural Logarithm of Confirmed Cases')
plt.title(country)
plt.legend()
plt.show()
plt.close()
bayesian_r2 = az.r2_score(y_true=Y_countrywise[country], y_pred=posterior_predictive[country].reshape(-1, Y_countrywise[country].shape[0]))
y_fitted_bayesian = posterior_predictive[country].reshape(-1, Y_countrywise[country].shape[0]).mean(axis=0)
print(f"Bayesian r2_score = {round(bayesian_r2['r2'], 2)}")
print(f"Bayesian r2_score std = {round(bayesian_r2['r2_std'], 2)}")
print('\n')
print(f"Point(mean) r2_score = {round(r2_score(Y_countrywise[country], y_fitted_bayesian), 2)}")
print(f"Point(mean) mean_squared_error = {round(mean_squared_error(Y_countrywise[country], y_fitted_bayesian), 2)}")
interactive(children=(Dropdown(description='country', options=('Albania', 'Algeria', 'Andorra', 'Argentina', '…
Hierarchical Model¶
Shared hyper-priors but different priors for all countries
x = np.arange(1, date_points + 1)
XX = np.stack([x]*n_countries, axis=0)
YY = thresholded_high_confirmed_df.values
print(XX.shape, YY.shape)
(75, 433) (75, 433)
# non-vectorised implementation
'''
All three parameters (mu, sd, observed) have to be of the same shape / broadcasteble
'''
with pm.Model() as hierarchical_model:
X = pm.Data(name='X', value=XX)
Y = pm.Data(name='Y', value=YY) # not using it since we will iterate over the dataframe
# hyper-priors
α_μ = pm.Normal(name='α_μ', mu=int(np.log(threshold)), sigma=10)
α_σ = pm.HalfNormal(name='α_σ', sigma=10)
β_μ = pm.Normal(name='β_μ', sigma=10)
β_σ = pm.HalfNormal(name='β_σ', sigma=10)
# priors
α = pm.Normal(name='α', mu=α_μ, sigma=α_σ, shape=n_countries)
β = pm.Normal(name='β', mu=β_μ, sigma=β_σ, shape=n_countries)
# error
σ = pm.HalfNormal(name='σ', sigma=10, shape=n_countries)
# liklihood
for i, (index, row) in enumerate(thresholded_high_confirmed_df.iterrows()):
μ = pm.Deterministic(name=f'μ_{index}', var= α[i] + β[i]*X[i])
zeros = np.zeros(shape=(YY.shape[1], ))
pm.Normal(name=index, mu=μ-Y[i], sigma=σ[i], observed=zeros) # or observed=row.values
gv = pm.model_to_graphviz(hierarchical_model)
gv.format = 'png'
gv.render(filename='hierarchical_model.png')
gv
with hierarchical_model:
# sampling liklihood
prior = pm.sample_prior_predictive()
# posterior
trace = pm.sample()
# predictions == 'posterior_predictive'
pred = pm.sample_posterior_predictive(trace)
Sampling: [Albania, Algeria, Andorra, Argentina, Armenia, Australia, Austria, Bahrain, Belgium, Bosnia and Herzegovina, Brazil, Bulgaria, Canada, Chile, Colombia, Costa Rica, Croatia, Cyprus, Czechia, Denmark, Dominican Republic, Ecuador, Egypt, Estonia, Finland, France, Germany, Greece, Hungary, India, Indonesia, Iran, Iraq, Ireland, Israel, Italy, Japan, Jordan, Kuwait, Latvia, Lebanon, Lithuania, Luxembourg, Malaysia, Malta, Mexico, Moldova, Morocco, Netherlands, North Macedonia, Norway, Pakistan, Panama, Peru, Philippines, Poland, Portugal, Qatar, Romania, Russia, Saudi Arabia, Serbia, Singapore, Slovakia, Slovenia, South Africa, Spain, Sweden, Switzerland, Thailand, Turkey, US, United Arab Emirates, United Kingdom, Uruguay, α, α_μ, α_σ, β, β_μ, β_σ, σ] Initializing NUTS using jitter+adapt_diag... Multiprocess sampling (4 chains in 4 jobs) NUTS: [α_μ, α_σ, β_μ, β_σ, α, β, σ]
Output()
Sampling 4 chains for 1_000 tune and 1_000 draw iterations (4_000 + 4_000 draws total) took 181 seconds. Sampling: [Albania, Algeria, Andorra, Argentina, Armenia, Australia, Austria, Bahrain, Belgium, Bosnia and Herzegovina, Brazil, Bulgaria, Canada, Chile, Colombia, Costa Rica, Croatia, Cyprus, Czechia, Denmark, Dominican Republic, Ecuador, Egypt, Estonia, Finland, France, Germany, Greece, Hungary, India, Indonesia, Iran, Iraq, Ireland, Israel, Italy, Japan, Jordan, Kuwait, Latvia, Lebanon, Lithuania, Luxembourg, Malaysia, Malta, Mexico, Moldova, Morocco, Netherlands, North Macedonia, Norway, Pakistan, Panama, Peru, Philippines, Poland, Portugal, Qatar, Romania, Russia, Saudi Arabia, Serbia, Singapore, Slovakia, Slovenia, South Africa, Spain, Sweden, Switzerland, Thailand, Turkey, US, United Arab Emirates, United Kingdom, Uruguay]
Output()
# hierarchical = az.from_pymc3(trace=trace, prior=prior, posterior_predictive=pred, model=hierarchical_model)
hierarchical = custom_from_pymc3(trace, prior, pred)
prior_vars = ['α', 'β', 'σ']
hierarchical
-
- chain: 4
- draw: 1000
- α_dim_0: 75
- β_dim_0: 75
- σ_dim_0: 75
- μ_Albania_dim_0: 433
- μ_Algeria_dim_0: 433
- μ_Andorra_dim_0: 433
- μ_Argentina_dim_0: 433
- μ_Armenia_dim_0: 433
- μ_Australia_dim_0: 433
- μ_Austria_dim_0: 433
- μ_Bahrain_dim_0: 433
- μ_Belgium_dim_0: 433
- μ_Bosnia and Herzegovina_dim_0: 433
- μ_Brazil_dim_0: 433
- μ_Bulgaria_dim_0: 433
- μ_Canada_dim_0: 433
- μ_Chile_dim_0: 433
- μ_Colombia_dim_0: 433
- μ_Costa Rica_dim_0: 433
- μ_Croatia_dim_0: 433
- μ_Cyprus_dim_0: 433
- μ_Czechia_dim_0: 433
- μ_Denmark_dim_0: 433
- μ_Dominican Republic_dim_0: 433
- μ_Ecuador_dim_0: 433
- μ_Egypt_dim_0: 433
- μ_Estonia_dim_0: 433
- μ_Finland_dim_0: 433
- μ_France_dim_0: 433
- μ_Germany_dim_0: 433
- μ_Greece_dim_0: 433
- μ_Hungary_dim_0: 433
- μ_India_dim_0: 433
- μ_Indonesia_dim_0: 433
- μ_Iran_dim_0: 433
- μ_Iraq_dim_0: 433
- μ_Ireland_dim_0: 433
- μ_Israel_dim_0: 433
- μ_Italy_dim_0: 433
- μ_Japan_dim_0: 433
- μ_Jordan_dim_0: 433
- μ_Kuwait_dim_0: 433
- μ_Latvia_dim_0: 433
- μ_Lebanon_dim_0: 433
- μ_Lithuania_dim_0: 433
- μ_Luxembourg_dim_0: 433
- μ_Malaysia_dim_0: 433
- μ_Malta_dim_0: 433
- μ_Mexico_dim_0: 433
- μ_Moldova_dim_0: 433
- μ_Morocco_dim_0: 433
- μ_Netherlands_dim_0: 433
- μ_North Macedonia_dim_0: 433
- μ_Norway_dim_0: 433
- μ_Pakistan_dim_0: 433
- μ_Panama_dim_0: 433
- μ_Peru_dim_0: 433
- μ_Philippines_dim_0: 433
- μ_Poland_dim_0: 433
- μ_Portugal_dim_0: 433
- μ_Qatar_dim_0: 433
- μ_Romania_dim_0: 433
- μ_Russia_dim_0: 433
- μ_Saudi Arabia_dim_0: 433
- μ_Serbia_dim_0: 433
- μ_Singapore_dim_0: 433
- μ_Slovakia_dim_0: 433
- μ_Slovenia_dim_0: 433
- μ_South Africa_dim_0: 433
- μ_Spain_dim_0: 433
- μ_Sweden_dim_0: 433
- μ_Switzerland_dim_0: 433
- μ_Thailand_dim_0: 433
- μ_Turkey_dim_0: 433
- μ_US_dim_0: 433
- μ_United Arab Emirates_dim_0: 433
- μ_United Kingdom_dim_0: 433
- μ_Uruguay_dim_0: 433
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- α_dim_0(α_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - β_dim_0(β_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - σ_dim_0(σ_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_Albania_dim_0(μ_Albania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Algeria_dim_0(μ_Algeria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Andorra_dim_0(μ_Andorra_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Argentina_dim_0(μ_Argentina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Armenia_dim_0(μ_Armenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Australia_dim_0(μ_Australia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Austria_dim_0(μ_Austria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Bahrain_dim_0(μ_Bahrain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Belgium_dim_0(μ_Belgium_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Bosnia and Herzegovina_dim_0(μ_Bosnia and Herzegovina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Brazil_dim_0(μ_Brazil_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Bulgaria_dim_0(μ_Bulgaria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Canada_dim_0(μ_Canada_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Chile_dim_0(μ_Chile_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Colombia_dim_0(μ_Colombia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Costa Rica_dim_0(μ_Costa Rica_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Croatia_dim_0(μ_Croatia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Cyprus_dim_0(μ_Cyprus_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Czechia_dim_0(μ_Czechia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Denmark_dim_0(μ_Denmark_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Dominican Republic_dim_0(μ_Dominican Republic_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Ecuador_dim_0(μ_Ecuador_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Egypt_dim_0(μ_Egypt_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Estonia_dim_0(μ_Estonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Finland_dim_0(μ_Finland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_France_dim_0(μ_France_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Germany_dim_0(μ_Germany_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Greece_dim_0(μ_Greece_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Hungary_dim_0(μ_Hungary_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_India_dim_0(μ_India_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Indonesia_dim_0(μ_Indonesia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Iran_dim_0(μ_Iran_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Iraq_dim_0(μ_Iraq_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Ireland_dim_0(μ_Ireland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Israel_dim_0(μ_Israel_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Italy_dim_0(μ_Italy_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Japan_dim_0(μ_Japan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Jordan_dim_0(μ_Jordan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Kuwait_dim_0(μ_Kuwait_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Latvia_dim_0(μ_Latvia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Lebanon_dim_0(μ_Lebanon_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Lithuania_dim_0(μ_Lithuania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Luxembourg_dim_0(μ_Luxembourg_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Malaysia_dim_0(μ_Malaysia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Malta_dim_0(μ_Malta_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Mexico_dim_0(μ_Mexico_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Moldova_dim_0(μ_Moldova_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Morocco_dim_0(μ_Morocco_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Netherlands_dim_0(μ_Netherlands_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_North Macedonia_dim_0(μ_North Macedonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Norway_dim_0(μ_Norway_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Pakistan_dim_0(μ_Pakistan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Panama_dim_0(μ_Panama_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Peru_dim_0(μ_Peru_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Philippines_dim_0(μ_Philippines_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Poland_dim_0(μ_Poland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Portugal_dim_0(μ_Portugal_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Qatar_dim_0(μ_Qatar_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Romania_dim_0(μ_Romania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Russia_dim_0(μ_Russia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Saudi Arabia_dim_0(μ_Saudi Arabia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Serbia_dim_0(μ_Serbia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Singapore_dim_0(μ_Singapore_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Slovakia_dim_0(μ_Slovakia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Slovenia_dim_0(μ_Slovenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_South Africa_dim_0(μ_South Africa_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Spain_dim_0(μ_Spain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Sweden_dim_0(μ_Sweden_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Switzerland_dim_0(μ_Switzerland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Thailand_dim_0(μ_Thailand_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Turkey_dim_0(μ_Turkey_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_US_dim_0(μ_US_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_United Arab Emirates_dim_0(μ_United Arab Emirates_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_United Kingdom_dim_0(μ_United Kingdom_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Uruguay_dim_0(μ_Uruguay_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- α_μ(chain, draw)float648.587 8.967 8.267 ... 8.97 8.547
array([[8.58731289, 8.96650879, 8.26700973, ..., 8.69655107, 8.72918185, 8.88413325], [8.98433307, 8.82992797, 8.55872392, ..., 8.64828937, 8.59287824, 8.36367259], [8.73349264, 8.63833615, 8.81000463, ..., 8.6748143 , 8.69736665, 8.54311222], [8.57200523, 8.83702952, 8.53740359, ..., 8.49200165, 8.97007692, 8.54711984]]) - β_μ(chain, draw)float640.01199 0.01268 ... 0.01193 0.01298
array([[0.01199486, 0.01267526, 0.01211077, ..., 0.01193876, 0.01319672, 0.01194778], [0.01230943, 0.01212137, 0.01244083, ..., 0.01204535, 0.01214625, 0.01217028], [0.01264865, 0.01224499, 0.0128258 , ..., 0.01225834, 0.01215723, 0.01299228], [0.01247774, 0.01280057, 0.01208045, ..., 0.01317733, 0.01193076, 0.0129826 ]]) - α(chain, draw, α_dim_0)float646.308 8.514 6.009 ... 11.41 5.202
array([[[ 6.30848376, 8.51411815, 6.008768 , ..., 9.02579437, 11.34155154, 5.17455268], [ 6.26640534, 8.35232417, 5.92765167, ..., 9.16424011, 11.36329696, 5.23009498], [ 6.31751412, 8.39564738, 5.99697822, ..., 9.01679557, 11.31739941, 5.1913233 ], ..., [ 6.3293277 , 8.44142847, 5.9782084 , ..., 9.12989528, 11.38620271, 5.24680712], [ 6.27421631, 8.39026758, 5.95074881, ..., 9.06228201, 11.31980918, 5.09022248], [ 6.32442305, 8.34317926, 5.99045227, ..., 9.10051749, 11.38852793, 5.25651058]], [[ 6.28330896, 8.37414786, 5.92856775, ..., 9.0323366 , 11.27448615, 5.17866497], [ 6.2655495 , 8.41731839, 6.00849425, ..., 9.10892533, 11.40745908, 5.18014864], [ 6.27337869, 8.33958909, 5.94035774, ..., 9.13590298, 11.31048709, 5.27402966], ... [ 6.27662245, 8.43387387, 5.976858 , ..., 8.97721702, 11.30861338, 5.1732515 ], [ 6.27863898, 8.35084353, 5.96487204, ..., 9.03275808, 11.30827664, 5.20597121], [ 6.24551977, 8.2890969 , 6.01486487, ..., 9.01384483, 11.27749927, 5.20907882]], [[ 6.29596681, 8.29367323, 5.97290222, ..., 9.00304525, 11.32249531, 5.1891275 ], [ 6.27848143, 8.37168112, 5.98785615, ..., 9.07619701, 11.36444535, 5.24468508], [ 6.28078769, 8.47436901, 5.96023964, ..., 9.08105822, 11.35974194, 5.10530435], ..., [ 6.26206054, 8.35751482, 5.979494 , ..., 9.11495889, 11.41123056, 5.21491549], [ 6.2838419 , 8.43820639, 5.95379859, ..., 8.9940422 , 11.32379458, 5.18397718], [ 6.30124897, 8.33539368, 5.99605494, ..., 9.13557537, 11.41468043, 5.20154721]]]) - β(chain, draw, β_dim_0)float640.01501 0.009198 ... 0.01636
array([[[0.01500691, 0.0091985 , 0.00925114, ..., 0.01126623, 0.01078249, 0.01634484], [0.01526814, 0.01015344, 0.00962361, ..., 0.01096474, 0.01060106, 0.01612304], [0.01495143, 0.00962474, 0.00928461, ..., 0.01125531, 0.0108773 , 0.01632985], ..., [0.01484204, 0.00940117, 0.00930025, ..., 0.01084276, 0.01059827, 0.01606958], [0.01529141, 0.00998386, 0.00951628, ..., 0.01117966, 0.01077699, 0.01664539], [0.01509687, 0.00984627, 0.00935807, ..., 0.01094348, 0.01058083, 0.01607494]], [[0.01511367, 0.00982733, 0.00964882, ..., 0.011184 , 0.0110497 , 0.01627969], [0.0152458 , 0.00970072, 0.00925014, ..., 0.01079502, 0.01049843, 0.01626573], [0.01510418, 0.01011243, 0.00957296, ..., 0.01100557, 0.010863 , 0.0159921 ], ... [0.01517361, 0.00981941, 0.00945068, ..., 0.01148286, 0.01089074, 0.01627387], [0.01516384, 0.00990841, 0.00938907, ..., 0.01137648, 0.0108523 , 0.01624567], [0.01527974, 0.01036845, 0.00932288, ..., 0.01122541, 0.01100766, 0.01614984]], [[0.01511555, 0.01027377, 0.00935583, ..., 0.0114009 , 0.01080546, 0.01628245], [0.01517418, 0.00997259, 0.0093723 , ..., 0.01110867, 0.01064817, 0.01606023], [0.01517254, 0.00961297, 0.00950097, ..., 0.0111435 , 0.01065337, 0.01667265], ..., [0.01517568, 0.0100985 , 0.00940216, ..., 0.01101966, 0.01053153, 0.01627201], [0.01509604, 0.00953552, 0.00942397, ..., 0.0114081 , 0.0108602 , 0.01621252], [0.01510162, 0.01022375, 0.00944995, ..., 0.0109224 , 0.0105358 , 0.01635757]]]) - α_σ(chain, draw)float641.945 1.85 1.876 ... 1.909 1.908
array([[1.9447635 , 1.84986207, 1.876293 , ..., 2.0217018 , 1.71312568, 2.05439466], [1.94309285, 2.06899776, 1.68683698, ..., 1.96530925, 1.99354899, 1.78806539], [1.5765242 , 2.18847901, 1.60595722, ..., 1.92135701, 1.61180084, 1.84402791], [1.56137973, 2.15769253, 1.62362026, ..., 1.94075029, 1.90915681, 1.90797257]]) - β_σ(chain, draw)float640.004494 0.00273 ... 0.004027
array([[0.00449371, 0.00273034, 0.00444665, ..., 0.00272705, 0.00464316, 0.00271039], [0.00344183, 0.00353545, 0.00329034, ..., 0.00337337, 0.00319506, 0.00339773], [0.00358762, 0.00329752, 0.00352482, ..., 0.00324809, 0.00352254, 0.00346473], [0.00309234, 0.00363867, 0.00336683, ..., 0.00412726, 0.00289599, 0.00402677]]) - σ(chain, draw, σ_dim_0)float640.4418 0.6315 ... 0.386 0.4445
array([[[0.4417687 , 0.63154541, 0.333401 , ..., 0.63835552, 0.38383509, 0.44770792], [0.41049004, 0.62371527, 0.29118498, ..., 0.63760477, 0.35151977, 0.45952472], [0.44067743, 0.63442967, 0.3341727 , ..., 0.64149707, 0.38447286, 0.44464111], ..., [0.43524723, 0.63964033, 0.29448875, ..., 0.6557614 , 0.37148212, 0.47795506], [0.41894793, 0.62077328, 0.33175077, ..., 0.62510078, 0.36419857, 0.42766272], [0.43733555, 0.61472639, 0.29097992, ..., 0.65914755, 0.37195155, 0.46982751]], [[0.43691925, 0.64190258, 0.29899149, ..., 0.65580828, 0.37293727, 0.44597557], [0.41652714, 0.63604083, 0.28784301, ..., 0.62562022, 0.36945587, 0.46659003], [0.43457677, 0.617773 , 0.33893987, ..., 0.65812816, 0.3703593 , 0.4415159 ], ... [0.40892913, 0.64197846, 0.30012076, ..., 0.66422903, 0.3811994 , 0.45395204], [0.42354102, 0.64632759, 0.31293747, ..., 0.65618449, 0.36454486, 0.45756041], [0.41953601, 0.67038597, 0.30325509, ..., 0.67767988, 0.36223282, 0.45564416]], [[0.40516922, 0.60365219, 0.30993708, ..., 0.64187843, 0.35536445, 0.4884762 ], [0.45943065, 0.68510084, 0.31332976, ..., 0.62846721, 0.36715623, 0.43089624], [0.39820077, 0.5765698 , 0.30735225, ..., 0.66696477, 0.36943676, 0.47626699], ..., [0.41552723, 0.65969001, 0.29994311, ..., 0.62972617, 0.36387058, 0.43196312], [0.43754526, 0.59706337, 0.32180116, ..., 0.65723569, 0.36570353, 0.44025186], [0.3991434 , 0.67425345, 0.29895899, ..., 0.63036487, 0.38599208, 0.44450506]]]) - μ_Albania(chain, draw, μ_Albania_dim_0)float646.323 6.338 6.354 ... 12.83 12.84
array([[[ 6.32349068, 6.33849759, 6.3535045 , ..., 12.7764628 , 12.79146971, 12.80647662], [ 6.28167348, 6.29694162, 6.31220976, ..., 12.84697344, 12.86224158, 12.87750972], [ 6.33246555, 6.34741698, 6.36236841, ..., 12.76158012, 12.77653155, 12.79148298], ..., [ 6.34416974, 6.35901177, 6.37385381, ..., 12.72624479, 12.74108683, 12.75592886], [ 6.28950773, 6.30479914, 6.32009056, ..., 12.86481615, 12.88010757, 12.89539898], [ 6.33951992, 6.35461679, 6.36971366, ..., 12.83117349, 12.84627036, 12.86136723]], [[ 6.29842264, 6.31353631, 6.32864998, ..., 12.79730229, 12.81241597, 12.82752964], [ 6.2807953 , 6.2960411 , 6.3112869 , ..., 12.83648894, 12.85173474, 12.86698054], [ 6.28848287, 6.30358705, 6.31869123, ..., 12.78327929, 12.79838346, 12.81348764], ... [ 6.29179606, 6.30696967, 6.32214328, ..., 12.81644903, 12.83162264, 12.84679625], [ 6.29380282, 6.30896667, 6.32413051, ..., 12.81425566, 12.8294195 , 12.84458335], [ 6.26079951, 6.27607925, 6.29135899, ..., 12.83108816, 12.8463679 , 12.86164764]], [[ 6.31108236, 6.3261979 , 6.34131345, ..., 12.81076778, 12.82588333, 12.84099887], [ 6.29365562, 6.3088298 , 6.32400398, ..., 12.81855338, 12.83372756, 12.84890174], [ 6.29596023, 6.31113277, 6.32630531, ..., 12.82015295, 12.83532549, 12.85049803], ..., [ 6.27723622, 6.2924119 , 6.30758758, ..., 12.80277777, 12.81795344, 12.83312912], [ 6.29893794, 6.31403398, 6.32913002, ..., 12.79023505, 12.80533109, 12.82042713], [ 6.31635059, 6.33145221, 6.34655383, ..., 12.81004687, 12.82514849, 12.84025011]]]) - μ_Algeria(chain, draw, μ_Algeria_dim_0)float648.523 8.533 8.542 ... 12.75 12.76
array([[[ 8.52331665, 8.53251515, 8.54171365, ..., 12.47867161, 12.48787011, 12.49706861], [ 8.36247761, 8.37263105, 8.38278448, ..., 12.72845598, 12.73860942, 12.74876286], [ 8.40527212, 8.41489686, 8.4245216 , ..., 12.54390983, 12.55353456, 12.5631593 ], ..., [ 8.45082964, 8.46023081, 8.46963197, ..., 12.4933318 , 12.50273297, 12.51213414], [ 8.40025144, 8.4102353 , 8.42021915, ..., 12.69330992, 12.70329378, 12.71327764], [ 8.35302553, 8.3628718 , 8.37271806, ..., 12.5869207 , 12.59676696, 12.60661323]], [[ 8.38397519, 8.39380252, 8.40362985, ..., 12.60972596, 12.61955329, 12.62938062], [ 8.4270191 , 8.43671982, 8.44642054, ..., 12.59832682, 12.60802753, 12.61772825], [ 8.34970151, 8.35981394, 8.36992636, ..., 12.69804477, 12.7081572 , 12.71826963], ... [ 8.44369328, 8.45351269, 8.4633321 , ..., 12.66604051, 12.67585992, 12.68567933], [ 8.36075194, 8.37066035, 8.38056876, ..., 12.62136825, 12.63127666, 12.64118507], [ 8.29946534, 8.30983379, 8.32020223, ..., 12.7578968 , 12.76826525, 12.77863369]], [[ 8.30394701, 8.31422078, 8.32449456, ..., 12.72167023, 12.731944 , 12.74221778], [ 8.38165371, 8.39162629, 8.40159888, ..., 12.66986611, 12.67983869, 12.68981128], [ 8.48398198, 8.49359495, 8.50320791, ..., 12.61755734, 12.62717031, 12.63678328], ..., [ 8.36761332, 8.37771182, 8.38781032, ..., 12.70996867, 12.72006718, 12.73016568], [ 8.44774191, 8.45727743, 8.46681295, ..., 12.54801673, 12.55755226, 12.56708778], [ 8.34561743, 8.35584118, 8.36606494, ..., 12.741831 , 12.75205475, 12.76227851]]]) - μ_Andorra(chain, draw, μ_Andorra_dim_0)float646.018 6.027 6.037 ... 10.08 10.09
array([[[ 6.01801914, 6.02727027, 6.03652141, ..., 9.99600748, 10.00525861, 10.01450975], [ 5.93727528, 5.9468989 , 5.95652251, ..., 10.075429 , 10.08505262, 10.09467623], [ 6.00626283, 6.01554744, 6.02483206, ..., 9.9986466 , 10.00793121, 10.01721583], ..., [ 5.98750865, 5.9968089 , 6.00610915, ..., 9.98661585, 9.9959161 , 10.00521635], [ 5.96026508, 5.96978136, 5.97929764, ..., 10.05226372, 10.06178 , 10.07129628], [ 5.99981035, 6.00916842, 6.0185265 , ..., 10.0237823 , 10.03314037, 10.04249845]], [[ 5.93821657, 5.9478654 , 5.95751422, ..., 10.0872112 , 10.09686002, 10.10650885], [ 6.01774438, 6.02699452, 6.03624465, ..., 9.99530266, 10.0045528 , 10.01380293], [ 5.94993071, 5.95950367, 5.96907663, ..., 10.06630509, 10.07587806, 10.08545102], ... [ 5.98630869, 5.99575937, 6.00521006, ..., 10.05010306, 10.05955375, 10.06900443], [ 5.97426111, 5.98365017, 5.99303924, ..., 10.01155999, 10.02094906, 10.03033812], [ 6.02418775, 6.03351063, 6.0428335 , ..., 10.03302473, 10.04234761, 10.05167049]], [[ 5.98225805, 5.99161388, 6.00096972, ..., 10.00526606, 10.01462189, 10.02397773], [ 5.99722845, 6.00660075, 6.01597305, ..., 10.02731749, 10.03668979, 10.04606209], [ 5.96974061, 5.97924157, 5.98874254, ..., 10.05515703, 10.064658 , 10.07415897], ..., [ 5.98889616, 5.99829831, 6.00770047, ..., 10.03182454, 10.0412267 , 10.05062886], [ 5.96322256, 5.97264652, 5.98207049, ..., 10.01552875, 10.02495272, 10.03437669], [ 6.00550489, 6.01495485, 6.0244048 , ..., 10.06898435, 10.0784343 , 10.08788425]]]) - μ_Argentina(chain, draw, μ_Argentina_dim_0)float648.932 8.95 8.967 ... 16.5 16.52
array([[[ 8.93249405, 8.94998298, 8.96747192, ..., 16.45273702, 16.47022596, 16.4877149 ], [ 9.03314511, 9.05019323, 9.06724136, ..., 16.36383931, 16.38088744, 16.39793557], [ 8.98793739, 9.00536733, 9.02279727, ..., 16.48281144, 16.50024138, 16.51767132], ..., [ 9.15070973, 9.16781488, 9.18492002, ..., 16.50592188, 16.52302702, 16.54013217], [ 8.80184363, 8.81934567, 8.83684771, ..., 16.32772122, 16.34522326, 16.3627253 ], [ 9.15818709, 9.17510886, 9.19203063, ..., 16.4345499 , 16.45147168, 16.46839345]], [[ 8.87802371, 8.8957167 , 8.91340968, ..., 16.48600765, 16.50370064, 16.52139362], [ 9.11571312, 9.13275643, 9.14979975, ..., 16.44433908, 16.46138239, 16.47842571], [ 9.03596717, 9.05298996, 9.07001276, ..., 16.35576912, 16.37279191, 16.38981471], ... [ 9.04892261, 9.06583116, 9.08273971, ..., 16.31960043, 16.33650898, 16.35341753], [ 9.03194015, 9.04890861, 9.06587707, ..., 16.32837747, 16.34534593, 16.36231439], [ 9.01345622, 9.03075879, 9.04806135, ..., 16.45355864, 16.4708612 , 16.48816376]], [[ 8.96945167, 8.9868645 , 9.00427733, ..., 16.45696934, 16.47438217, 16.491795 ], [ 8.88895963, 8.90668721, 8.9244148 , ..., 16.51182252, 16.52955011, 16.5472777 ], [ 9.05139812, 9.0684555 , 9.08551288, ..., 16.38607302, 16.4031304 , 16.42018778], ..., [ 8.99694792, 9.01409149, 9.03123506, ..., 16.36868294, 16.38582651, 16.40297008], [ 8.94069944, 8.95797855, 8.97525765, ..., 16.37071478, 16.38799389, 16.40527299], [ 8.95618637, 8.97369256, 8.99119874, ..., 16.48384623, 16.50135242, 16.5188586 ]]]) - μ_Armenia(chain, draw, μ_Armenia_dim_0)float648.233 8.245 8.257 ... 13.26 13.27
array([[[ 8.23312402, 8.24492286, 8.2567217 , ..., 13.30662534, 13.31842418, 13.33022302], [ 8.1219139 , 8.13410632, 8.14629873, ..., 13.36465162, 13.37684404, 13.38903645], [ 8.1710742 , 8.18289905, 8.19472389, ..., 13.25575604, 13.26758088, 13.27940572], ..., [ 8.22546766, 8.23721865, 8.24896964, ..., 13.2783928 , 13.29014379, 13.30189478], [ 8.22492275, 8.23677819, 8.24863363, ..., 13.32276092, 13.33461636, 13.34647179], [ 8.1127823 , 8.12491911, 8.13705593, ..., 13.33161387, 13.34375069, 13.35588751]], [[ 8.23164378, 8.24364255, 8.25564131, ..., 13.3911121 , 13.40311086, 13.41510963], [ 8.21430934, 8.2263792 , 8.23844906, ..., 13.40434878, 13.41641864, 13.4284885 ], [ 8.16103945, 8.17283358, 8.18462771, ..., 13.23251438, 13.24430851, 13.25610264], ... [ 8.25527854, 8.26719812, 8.27911771, ..., 13.38070052, 13.3926201 , 13.40453969], [ 8.15573953, 8.16774045, 8.17974136, ..., 13.31613295, 13.32813387, 13.34013478], [ 8.13501498, 8.14728203, 8.15954908, ..., 13.40984682, 13.42211387, 13.43438092]], [[ 8.18340677, 8.1952223 , 8.20703784, ..., 13.26408655, 13.27590209, 13.28771762], [ 8.11839031, 8.13046187, 8.14253342, ..., 13.30915839, 13.32122995, 13.3333015 ], [ 8.21953205, 8.23152129, 8.24351053, ..., 13.37490518, 13.38689442, 13.39888366], ..., [ 8.15200416, 8.16438235, 8.17676055, ..., 13.47462887, 13.48700707, 13.49938526], [ 8.27993248, 8.29168762, 8.30344276, ..., 13.33464179, 13.34639693, 13.35815207], [ 8.12357805, 8.13549395, 8.14740984, ..., 13.24741339, 13.25932929, 13.27124518]]]) - μ_Australia(chain, draw, μ_Australia_dim_0)float648.855 8.859 8.864 ... 10.8 10.8
array([[[ 8.85489211, 8.8593912 , 8.8638903 , ..., 10.78950201, 10.7940011 , 10.79850019], [ 8.90849066, 8.91279755, 8.91710443, ..., 10.76045215, 10.76475903, 10.76906592], [ 8.84979299, 8.85431302, 8.85883305, ..., 10.79340587, 10.7979259 , 10.80244592], ..., [ 8.87280617, 8.87720975, 8.88161333, ..., 10.76634501, 10.77074859, 10.77515217], [ 8.8882824 , 8.89265505, 8.89702769, ..., 10.76852087, 10.77289352, 10.77726617], [ 8.8602976 , 8.8647841 , 8.8692706 , ..., 10.7894921 , 10.79397859, 10.79846509]], [[ 8.88663623, 8.89095658, 8.89527692, ..., 10.74438485, 10.74870519, 10.75302554], [ 8.85403891, 8.85843205, 8.86282518, ..., 10.74308677, 10.74747991, 10.75187304], [ 8.87666624, 8.88116694, 8.88566764, ..., 10.81196758, 10.81646828, 10.82096898], ... [ 8.87371861, 8.87816733, 8.88261606, ..., 10.78667029, 10.79111901, 10.79556774], [ 8.86338353, 8.8678027 , 8.87222186, ..., 10.76362252, 10.76804168, 10.77246084], [ 8.88362554, 8.88808397, 8.89254241, ..., 10.80075212, 10.80521055, 10.80966899]], [[ 8.9092937 , 8.91358843, 8.91788315, ..., 10.75602586, 10.76032058, 10.76461531], [ 8.87776896, 8.88220675, 8.88664453, ..., 10.78601569, 10.79045347, 10.79489125], [ 8.87465848, 8.87916125, 8.88366402, ..., 10.81084869, 10.81535146, 10.81985423], ..., [ 8.87162603, 8.87607187, 8.88051771, ..., 10.78333697, 10.78778281, 10.79222865], [ 8.88604941, 8.89034241, 8.89463542, ..., 10.73204189, 10.73633489, 10.7406279 ], [ 8.8697803 , 8.87425072, 8.87872114, ..., 10.7920598 , 10.79653022, 10.80100064]]]) - μ_Austria(chain, draw, μ_Austria_dim_0)float648.878 8.89 8.902 ... 14.02 14.03
array([[[ 8.87781179, 8.88971455, 8.90161731, ..., 13.99599946, 14.00790223, 14.01980499], [ 8.84484006, 8.85668878, 8.86853749, ..., 13.93978705, 13.95163576, 13.96348448], [ 8.95783406, 8.96944761, 8.98106116, ..., 13.95165987, 13.96327342, 13.97488697], ..., [ 8.82733842, 8.83929614, 8.85125385, ..., 13.96915471, 13.98111242, 13.99307013], [ 8.98594761, 8.99741596, 9.00888431, ..., 13.91733846, 13.92880681, 13.94027516], [ 8.81853014, 8.83048594, 8.84244174, ..., 13.95952511, 13.97148092, 13.98343672]], [[ 8.83147014, 8.84343344, 8.85539674, ..., 13.97568789, 13.98765119, 13.99961449], [ 8.90903774, 8.92064251, 8.93224728, ..., 13.89908722, 13.91069198, 13.92229675], [ 8.84176055, 8.85378611, 8.86581168, ..., 14.01275407, 14.02477964, 14.03680521], ... [ 8.79903845, 8.81104821, 8.82305798, ..., 13.9632371 , 13.97524686, 13.98725663], [ 8.88364757, 8.8955479 , 8.90744822, ..., 14.00078744, 14.01268777, 14.02458809], [ 8.90111197, 8.91272512, 8.92433827, ..., 13.89476641, 13.90637956, 13.91799271]], [[ 8.88799157, 8.89971182, 8.91143206, ..., 13.92769778, 13.93941802, 13.95113827], [ 8.77828112, 8.79043174, 8.80258236, ..., 14.00304775, 14.01519837, 14.02734899], [ 8.9443881 , 8.95596202, 8.96753595, ..., 13.92117701, 13.93275094, 13.94432487], ..., [ 8.87088004, 8.88278495, 8.89468987, ..., 13.98999202, 14.00189693, 14.01380184], [ 8.86612946, 8.87793101, 8.88973257, ..., 13.94079876, 13.95260031, 13.96440187], [ 8.85350592, 8.86548473, 8.87746353, ..., 14.00439121, 14.01637001, 14.02834882]]]) - μ_Bahrain(chain, draw, μ_Bahrain_dim_0)float648.513 8.524 8.534 ... 12.87 12.88
array([[[ 8.51326414, 8.52362669, 8.53398924, ..., 12.96916075, 12.9795233 , 12.98988585], [ 8.50423173, 8.51444387, 8.524656 , ..., 12.89545006, 12.9056622 , 12.91587433], [ 8.48674606, 8.49703101, 8.50731596, ..., 12.90927446, 12.91955941, 12.92984436], ..., [ 8.3269225 , 8.33778941, 8.34865633, ..., 12.99969501, 13.01056192, 13.02142884], [ 8.57374526, 8.58369169, 8.59363813, ..., 12.8507124 , 12.86065884, 12.87060527], [ 8.39805775, 8.40858216, 8.41910656, ..., 12.92355181, 12.93407621, 12.94460062]], [[ 8.48325572, 8.49340017, 8.50354463, ..., 12.84537154, 12.855516 , 12.86566045], [ 8.46973918, 8.48004437, 8.49034957, ..., 12.90097248, 12.91127768, 12.92158287], [ 8.42714658, 8.43765744, 8.4481683 , ..., 12.94681629, 12.95732715, 12.96783801], ... [ 8.42162701, 8.43202831, 8.44242962, ..., 12.89418685, 12.90458815, 12.91498945], [ 8.50473138, 8.5149517 , 8.52517203, ..., 12.89947241, 12.90969274, 12.91991307], [ 8.49792295, 8.50800532, 8.51808769, ..., 12.83334165, 12.84342402, 12.85350639]], [[ 8.48822277, 8.4983508 , 8.50847882, ..., 12.84327364, 12.85340167, 12.86352969], [ 8.53297119, 8.54293856, 8.55290593, ..., 12.81894192, 12.82890929, 12.83887667], [ 8.50110839, 8.5114321 , 8.5217558 , ..., 12.94030214, 12.95062585, 12.96094955], ..., [ 8.55635884, 8.5664351 , 8.57651137, ..., 12.88915447, 12.89923073, 12.909307 ], [ 8.48170009, 8.4919409 , 8.50218171, ..., 12.88524933, 12.89549014, 12.90573096], [ 8.46606082, 8.47628192, 8.48650302, ..., 12.86113398, 12.87135508, 12.88157618]]]) - μ_Belgium(chain, draw, μ_Belgium_dim_0)float6410.13 10.14 10.15 ... 14.43 14.44
array([[[10.12623071, 10.13615806, 10.14608541, ..., 14.39499189, 14.40491924, 14.41484659], [10.04931262, 10.059412 , 10.06951138, ..., 14.39204558, 14.40214496, 14.41224434], [10.03155919, 10.04180221, 10.05204522, ..., 14.43605599, 14.446299 , 14.45654202], ..., [10.09250312, 10.10265212, 10.11280112, ..., 14.45657304, 14.46672204, 14.47687104], [10.05702671, 10.06725776, 10.07748882, ..., 14.45637882, 14.46660987, 14.47684092], [10.1155618 , 10.12562354, 10.13568529, ..., 14.44211251, 14.45217426, 14.462236 ]], [[10.05980915, 10.07008181, 10.08035446, ..., 14.47704882, 14.48732147, 14.49759412], [10.10677035, 10.11689666, 10.12702297, ..., 14.46108429, 14.4712106 , 14.48133691], [10.06394394, 10.07408285, 10.08422176, ..., 14.4236757 , 14.43381461, 14.44395352], ... [ 9.99557015, 10.00621167, 10.01685318, ..., 14.57142193, 14.58206345, 14.59270496], [ 9.97101566, 9.98144031, 9.99186497, ..., 14.45361856, 14.46404322, 14.47446788], [10.06135113, 10.07172311, 10.0820951 , ..., 14.52130447, 14.53167646, 14.54204844]], [[10.06993651, 10.08012088, 10.09030525, ..., 14.44921448, 14.45939885, 14.46958322], [10.0379901 , 10.04827532, 10.05856054, ..., 14.46063599, 14.47092122, 14.48120644], [10.17883719, 10.1886921 , 10.19854701, ..., 14.41644939, 14.4263043 , 14.43615921], ..., [10.10605557, 10.1161781 , 10.12630064, ..., 14.45874654, 14.46886908, 14.47899161], [10.06020148, 10.07038965, 10.08057783, ..., 14.44111684, 14.45130501, 14.46149319], [10.09630812, 10.10637007, 10.11643202, ..., 14.42294637, 14.43300832, 14.44307027]]]) - μ_Bosnia and Herzegovina(chain, draw, μ_Bosnia and Herzegovina_dim_0)float647.195 7.209 7.223 ... 13.21 13.22
array([[[ 7.1951208 , 7.20905539, 7.22298997, ..., 13.18699233, 13.20092692, 13.2148615 ], [ 7.15182341, 7.16587814, 7.17993286, ..., 13.19535399, 13.20940872, 13.22346344], [ 7.13211978, 7.14614919, 7.16017861, ..., 13.16476854, 13.17879795, 13.19282737], ..., [ 7.12392123, 7.13813385, 7.15234648, ..., 13.23534972, 13.24956235, 13.26377497], [ 7.12890588, 7.14304852, 7.15719116, ..., 13.21024166, 13.2243843 , 13.23852694], [ 7.14372 , 7.15777577, 7.17183154, ..., 13.18770038, 13.20175615, 13.21581192]], [[ 7.22903266, 7.24278511, 7.25653756, ..., 13.14258778, 13.15634023, 13.17009269], [ 7.15590328, 7.16993442, 7.18396555, ..., 13.18929011, 13.20332124, 13.21735237], [ 7.1481003 , 7.16215291, 7.17620552, ..., 13.1907217 , 13.2047743 , 13.21882691], ... [ 7.07445939, 7.08880002, 7.10314065, ..., 13.24093074, 13.25527137, 13.269612 ], [ 7.17300553, 7.18695784, 7.20091014, ..., 13.1724981 , 13.18645041, 13.20040272], [ 7.20291105, 7.21688956, 7.23086807, ..., 13.21366915, 13.22764766, 13.24162616]], [[ 7.25147622, 7.26516862, 7.27886103, ..., 13.13920885, 13.15290125, 13.16659365], [ 7.20871383, 7.2225302 , 7.23634658, ..., 13.14975685, 13.16357323, 13.17738961], [ 7.02942707, 7.04390025, 7.05837342, ..., 13.25289195, 13.26736512, 13.2818383 ], ..., [ 7.13378029, 7.14792551, 7.16207072, ..., 13.21622237, 13.23036758, 13.2445128 ], [ 7.14609604, 7.16015622, 7.1742164 , ..., 13.19197283, 13.20603301, 13.22009319], [ 7.1784425 , 7.19243885, 7.2064352 , ..., 13.19687271, 13.21086906, 13.22486541]]]) - μ_Brazil(chain, draw, μ_Brazil_dim_0)float6412.02 12.03 12.04 ... 17.76 17.77
array([[[12.01731347, 12.03020202, 12.04309058, ..., 17.55939349, 17.57228205, 17.58517061], [11.71974378, 11.7334394 , 11.74713503, ..., 17.60886352, 17.62255914, 17.63625477], [11.9340951 , 11.94750975, 11.9609244 , ..., 17.7023951 , 17.71580975, 17.7292244 ], ..., [11.95628923, 11.96931207, 11.98233492, ..., 17.55611221, 17.56913505, 17.5821579 ], [11.76029195, 11.77415194, 11.78801192, ..., 17.72008729, 17.73394728, 17.74780727], [11.98864893, 12.00185308, 12.01505723, ..., 17.66643392, 17.67963807, 17.69284222]], [[11.9779528 , 11.99095223, 12.00395165, ..., 17.56770667, 17.58070609, 17.59370552], [11.91110863, 11.92454718, 11.93798572, ..., 17.68968274, 17.70312129, 17.71655983], [11.73138256, 11.74523084, 11.75907913, ..., 17.68614413, 17.69999241, 17.7138407 ], ... [11.87674717, 11.89016817, 11.90358918, ..., 17.64777978, 17.66120078, 17.67462179], [11.82778582, 11.84144868, 11.85511155, ..., 17.70281818, 17.71648104, 17.73014391], [11.81967512, 11.83342579, 11.84717645, ..., 17.7324623 , 17.74621296, 17.75996363]], [[11.70325498, 11.71772716, 11.73219933, ..., 17.92628881, 17.94076098, 17.95523315], [12.03222888, 12.04527915, 12.05832941, ..., 17.6438427 , 17.65689296, 17.66994323], [11.80805108, 11.82163793, 11.83522479, ..., 17.65039822, 17.66398507, 17.67757192], ..., [11.8155384 , 11.82937781, 11.84321721, ..., 17.76648294, 17.78032234, 17.79416175], [11.90761128, 11.9206817 , 11.93375211, ..., 17.52788856, 17.54095897, 17.55402939], [11.95320258, 11.96667476, 11.98014694, ..., 17.74623886, 17.75971104, 17.77318321]]]) - μ_Bulgaria(chain, draw, μ_Bulgaria_dim_0)float646.832 6.849 6.865 ... 14.04 14.05
array([[[ 6.83193178, 6.84850807, 6.86508437, ..., 13.95973937, 13.97631567, 13.99289196], [ 6.86179823, 6.87822975, 6.89466127, ..., 13.92735204, 13.94378357, 13.96021509], [ 6.85962262, 6.87629413, 6.89296564, ..., 14.02837327, 14.04504479, 14.0617163 ], ..., [ 6.87645891, 6.8929485 , 6.90943808, ..., 13.96697971, 13.98346929, 13.99995888], [ 6.83884635, 6.85547756, 6.87210876, ..., 13.99026488, 14.00689608, 14.02352729], [ 6.87855719, 6.8950701 , 6.911583 , ..., 13.97910621, 13.99561911, 14.01213201]], [[ 6.78178345, 6.79874365, 6.81570386, ..., 14.07466962, 14.09162982, 14.10859002], [ 6.95483744, 6.97106077, 6.98728409, ..., 13.9308665 , 13.94708982, 13.96331315], [ 6.81888643, 6.83558597, 6.85228551, ..., 13.99968715, 14.01638669, 14.03308622], ... [ 6.92652418, 6.94271536, 6.95890654, ..., 13.88873052, 13.9049217 , 13.92111288], [ 6.91023304, 6.92667487, 6.9431167 , ..., 13.98021966, 13.99666149, 14.01310332], [ 6.88329366, 6.89968775, 6.91608185, ..., 13.93275492, 13.94914901, 13.96554311]], [[ 6.82558215, 6.84229166, 6.85900117, ..., 14.01067137, 14.02738088, 14.04409039], [ 6.90398169, 6.9203468 , 6.9367119 , ..., 13.94097708, 13.95734218, 13.97370729], [ 6.80734531, 6.82402304, 6.84070078, ..., 13.97877068, 13.99544842, 14.01212615], ..., [ 6.773965 , 6.79074697, 6.80752894, ..., 13.99021377, 14.00699575, 14.02377772], [ 6.96073876, 6.97706088, 6.99338299, ..., 13.97924797, 13.99557008, 14.0118922 ], [ 6.78101618, 6.79784754, 6.81467891, ..., 14.01850363, 14.03533499, 14.05216636]]]) - μ_Canada(chain, draw, μ_Canada_dim_0)float6410.35 10.35 10.36 ... 14.44 14.45
array([[[10.34533038, 10.35481914, 10.36430789, ..., 14.42549347, 14.43498222, 14.44447097], [10.24819077, 10.25810858, 10.26802639, ..., 14.51284929, 14.5227671 , 14.53268491], [10.33361831, 10.34324713, 10.35287594, ..., 14.47400832, 14.48363714, 14.49326595], ..., [10.26869382, 10.27849131, 10.2882888 , ..., 14.48161494, 14.49141243, 14.50120992], [10.32890555, 10.33859549, 10.34828543, ..., 14.49557982, 14.50526976, 14.5149597 ], [10.26622702, 10.2760904 , 10.28595378, ..., 14.5074807 , 14.51734408, 14.52720746]], [[10.25889005, 10.26871257, 10.27853509, ..., 14.48257375, 14.49239627, 14.50221879], [10.29805561, 10.30774839, 10.31744117, ..., 14.46594995, 14.47564273, 14.4853355 ], [10.28002814, 10.28988886, 10.29974959, ..., 14.52013847, 14.52999919, 14.53985991], ... [10.25204266, 10.26196578, 10.27188891, ..., 14.51898689, 14.52891002, 14.53883315], [10.25640087, 10.26629122, 10.27618156, ..., 14.50924841, 14.51913876, 14.5290291 ], [10.21656859, 10.22665032, 10.23673205, ..., 14.55171244, 14.56179417, 14.5718759 ]], [[10.30225444, 10.31183205, 10.32140966, ..., 14.42062502, 14.43020262, 14.43978023], [10.27481153, 10.28457912, 10.29434671, ..., 14.47487529, 14.48464288, 14.49441047], [10.32199612, 10.33167147, 10.34134682, ..., 14.48239806, 14.49207341, 14.50174877], ..., [10.31174976, 10.32141732, 10.33108489, ..., 14.46880361, 14.47847118, 14.48813874], [10.27288836, 10.2827068 , 10.29252525, ..., 14.49481797, 14.50463641, 14.51445485], [10.30434093, 10.31393136, 10.32352179, ..., 14.42822541, 14.43781584, 14.44740627]]]) - μ_Chile(chain, draw, μ_Chile_dim_0)float6410.56 10.57 10.58 ... 14.72 14.73
array([[[10.56394417, 10.57407792, 10.58421168, ..., 14.92145745, 14.9315912 , 14.94172495], [10.42772337, 10.4375595 , 10.44739563, ..., 14.65725858, 14.66709471, 14.67693083], [10.64388046, 10.65367576, 10.66347107, ..., 14.85586159, 14.86565689, 14.8754522 ], ..., [10.50490095, 10.51493012, 10.52495929, ..., 14.81744425, 14.82747342, 14.83750259], [10.52408864, 10.5339431 , 10.54379756, ..., 14.7615058 , 14.77136026, 14.78121472], [10.50578518, 10.5157979 , 10.52581061, ..., 14.81125285, 14.82126556, 14.83127828]], [[10.64899695, 10.65836313, 10.66772931, ..., 14.67645561, 14.68582179, 14.69518797], [10.34255116, 10.35314862, 10.36374608, ..., 14.89945804, 14.91005549, 14.92065295], [10.72549606, 10.73461535, 10.74373464, ..., 14.64679233, 14.65591163, 14.66503092], ... [10.37435573, 10.38448118, 10.39460663, ..., 14.72829888, 14.73842433, 14.74854978], [10.5491511 , 10.55925274, 10.56935438, ..., 14.89285653, 14.90295817, 14.91305981], [10.36852699, 10.37862267, 10.38871834, ..., 14.70966726, 14.71976293, 14.72985861]], [[10.40956688, 10.41991274, 10.4302586 , ..., 14.85828598, 14.86863184, 14.87897769], [10.5494703 , 10.55925146, 10.56903261, ..., 14.75536844, 14.7651496 , 14.77493075], [10.51826615, 10.52823908, 10.53821201, ..., 14.80662486, 14.81659778, 14.82657071], ..., [10.56558575, 10.57528401, 10.58498226, ..., 14.73583421, 14.74553246, 14.75523072], [10.42855652, 10.43883894, 10.44912136, ..., 14.84999608, 14.8602785 , 14.87056091], [10.57645132, 10.58607492, 10.59569852, ..., 14.71459818, 14.72422178, 14.73384538]]]) - μ_Colombia(chain, draw, μ_Colombia_dim_0)float649.456 9.472 9.489 ... 16.33 16.34
array([[[ 9.456355 , 9.4724277 , 9.4885004 , ..., 16.36761623, 16.38368893, 16.39976163], [ 9.38343426, 9.39956317, 9.41569207, ..., 16.31886254, 16.33499144, 16.35112034], [ 9.38636114, 9.40233841, 9.41831568, ..., 16.25658863, 16.2725659 , 16.28854317], ..., [ 9.33787561, 9.35415734, 9.37043908, ..., 16.33902106, 16.3553028 , 16.37158453], [ 9.53850084, 9.55416477, 9.56982871, ..., 16.27399321, 16.28965715, 16.30532109], [ 9.41910879, 9.43504067, 9.45097254, ..., 16.26981408, 16.28574595, 16.30167782]], [[ 9.33790101, 9.35420706, 9.37051312, ..., 16.34950453, 16.36581058, 16.38211664], [ 9.46194137, 9.47775086, 9.49356034, ..., 16.2600193 , 16.27582878, 16.29163827], [ 9.39393964, 9.41018786, 9.42643608, ..., 16.38067386, 16.39692208, 16.4131703 ], ... [ 9.30021768, 9.31685079, 9.3334839 , ..., 16.45245404, 16.46908714, 16.48572025], [ 9.52106308, 9.53668879, 9.5523145 , ..., 16.24011929, 16.255745 , 16.27137071], [ 9.52326723, 9.53895739, 9.55464755, ..., 16.27003648, 16.28572664, 16.3014168 ]], [[ 9.63011118, 9.64508495, 9.66005872, ..., 16.06883227, 16.08380604, 16.09877981], [ 9.36958273, 9.38557208, 9.40156143, ..., 16.24500224, 16.26099159, 16.27698094], [ 9.39396233, 9.41018562, 9.4264089 , ..., 16.369976 , 16.38619929, 16.40242258], ..., [ 9.47991532, 9.49584259, 9.51176987, ..., 16.32864277, 16.34457004, 16.36049731], [ 9.36186337, 9.37811771, 9.39437205, ..., 16.35122824, 16.36748258, 16.38373691], [ 9.56440953, 9.58009588, 9.59578222, ..., 16.3095388 , 16.32522515, 16.34091149]]]) - μ_Costa Rica(chain, draw, μ_Costa Rica_dim_0)float646.842 6.858 6.875 ... 13.99 14.01
array([[[ 6.84169323, 6.8582102 , 6.87472718, ..., 13.94399157, 13.96050854, 13.97702551], [ 6.90442108, 6.92055223, 6.93668338, ..., 13.84081535, 13.85694649, 13.87307764], [ 6.88990113, 6.90632508, 6.92274903, ..., 13.95220032, 13.96862427, 13.98504822], ..., [ 6.8479325 , 6.86447402, 6.88101555, ..., 13.96078885, 13.97733037, 13.9938719 ], [ 6.91360382, 6.9295796 , 6.94555539, ..., 13.78319143, 13.79916722, 13.815143 ], [ 6.81081191, 6.82695874, 6.84310557, ..., 13.75394964, 13.77009648, 13.78624331]], [[ 6.85022794, 6.86693291, 6.88363788, ..., 14.03336631, 14.05007129, 14.06677626], [ 7.01357861, 7.02963453, 7.04569045, ..., 13.91762384, 13.93367976, 13.94973568], [ 6.9944455 , 7.01052586, 7.02660621, ..., 13.90899847, 13.92507882, 13.94115918], ... [ 6.85394685, 6.87039512, 6.88684339, ..., 13.92670348, 13.94315175, 13.95960002], [ 6.93143525, 6.94779219, 6.96414912, ..., 13.96491551, 13.98127244, 13.99762937], [ 6.93619854, 6.95232319, 6.96844784, ..., 13.86979722, 13.88592187, 13.90204652]], [[ 6.82428732, 6.84095731, 6.85762729, ..., 13.99238102, 14.009051 , 14.02572099], [ 6.91028911, 6.92664968, 6.94301025, ..., 13.94533421, 13.96169478, 13.97805535], [ 6.9286706 , 6.94510584, 6.96154107, ..., 13.99582174, 14.01225697, 14.02869221], ..., [ 7.05030349, 7.06627043, 7.08223737, ..., 13.91608614, 13.93205307, 13.94802001], [ 6.7850988 , 6.80157843, 6.81805807, ..., 13.87134247, 13.8878221 , 13.90430174], [ 6.9922727 , 7.00851979, 7.02476687, ..., 13.97852033, 13.99476741, 14.0110145 ]]]) - μ_Croatia(chain, draw, μ_Croatia_dim_0)float646.816 6.832 6.848 ... 13.76 13.77
array([[[ 6.81577876, 6.83202591, 6.84827307, ..., 13.80205537, 13.81830253, 13.83454968], [ 6.75672668, 6.77296204, 6.7891974 , ..., 13.7379322 , 13.75416757, 13.77040293], [ 6.77392649, 6.7902313 , 6.80653611, ..., 13.78499318, 13.80129798, 13.81760279], ..., [ 6.78909052, 6.805332 , 6.82157348, ..., 13.77292626, 13.78916774, 13.80540922], [ 6.84210633, 6.85813928, 6.87417222, ..., 13.73627268, 13.75230562, 13.76833857], [ 6.78371149, 6.79994531, 6.81617913, ..., 13.7642557 , 13.78048952, 13.79672335]], [[ 6.87124795, 6.88691755, 6.90258716, ..., 13.60917735, 13.62484695, 13.64051655], [ 6.69164741, 6.70807094, 6.72449447, ..., 13.7537661 , 13.77018963, 13.78661316], [ 6.92620924, 6.94195548, 6.95770173, ..., 13.69709561, 13.71284185, 13.7285881 ], ... [ 6.79638743, 6.81237071, 6.82835399, ..., 13.66919686, 13.68518014, 13.70116342], [ 6.77198366, 6.78830263, 6.80462161, ..., 13.78914256, 13.80546154, 13.82178051], [ 6.76301676, 6.77934864, 6.79568052, ..., 13.78572423, 13.8020561 , 13.81838798]], [[ 6.76879498, 6.78514456, 6.80149413, ..., 13.7991127 , 13.81546228, 13.83181185], [ 6.80037794, 6.81658467, 6.8327914 , ..., 13.7692719 , 13.78547863, 13.80168536], [ 6.83082605, 6.84691182, 6.8629976 , ..., 13.74771033, 13.76379611, 13.77988189], ..., [ 6.83778156, 6.85384343, 6.8699053 , ..., 13.744386 , 13.76044787, 13.77650974], [ 6.76954391, 6.78584585, 6.8021478 , ..., 13.77938104, 13.79568299, 13.81198493], [ 6.82519579, 6.8412812 , 6.85736661, ..., 13.74192343, 13.75800885, 13.77409426]]]) - μ_Cyprus(chain, draw, μ_Cyprus_dim_0)float645.713 5.727 5.74 ... 11.54 11.55
array([[[ 5.71328528, 5.72660673, 5.73992817, ..., 11.44150749, 11.45482894, 11.46815038], [ 5.55648839, 5.57043174, 5.58437508, ..., 11.55212753, 11.56607087, 11.58001422], [ 5.6588109 , 5.67234146, 5.68587203, ..., 11.47695217, 11.49048274, 11.5040133 ], ..., [ 5.61477895, 5.62842264, 5.64206633, ..., 11.48156425, 11.49520793, 11.50885162], [ 5.5934561 , 5.60718709, 5.62091809, ..., 11.49778277, 11.51151376, 11.52524475], [ 5.62649793, 5.64017792, 5.65385791, ..., 11.50889345, 11.52257344, 11.53625343]], [[ 5.58383534, 5.59764129, 5.61144724, ..., 11.52039385, 11.5341998 , 11.54800575], [ 5.65591848, 5.66951282, 5.68310715, ..., 11.5014826 , 11.51507693, 11.52867127], [ 5.60889469, 5.62260145, 5.63630821, ..., 11.50280085, 11.51650761, 11.53021437], ... [ 5.61361237, 5.62740746, 5.64120256, ..., 11.54550331, 11.5592984 , 11.5730935 ], [ 5.62484594, 5.63846103, 5.65207612, ..., 11.47933518, 11.49295027, 11.50656536], [ 5.67813644, 5.69165281, 5.70516918, ..., 11.49017486, 11.50369123, 11.5172076 ]], [[ 5.67266886, 5.68619418, 5.69971949, ..., 11.48855422, 11.50207953, 11.51560485], [ 5.54425765, 5.55831852, 5.57237939, ..., 11.59043068, 11.60449155, 11.61855242], [ 5.64087289, 5.65442052, 5.66796814, ..., 11.46635141, 11.47989903, 11.49344666], ..., [ 5.63354705, 5.64711685, 5.66068664, ..., 11.46855843, 11.48212823, 11.49569802], [ 5.61185859, 5.62560779, 5.63935699, ..., 11.52401528, 11.53776448, 11.55151368], [ 5.64445364, 5.65812831, 5.67180299, ..., 11.52456346, 11.53823814, 11.55191281]]]) - μ_Czechia(chain, draw, μ_Czechia_dim_0)float648.085 8.102 8.119 ... 15.42 15.44
array([[[ 8.08480575, 8.10188738, 8.118969 , ..., 15.4299048 , 15.44698643, 15.46406805], [ 7.99677303, 8.01400534, 8.03123766, ..., 15.40666785, 15.42390017, 15.44113248], [ 8.09271238, 8.10954408, 8.12637578, ..., 15.33034331, 15.34717501, 15.36400671], ..., [ 7.95856139, 7.97598292, 7.99340445, ..., 15.44981903, 15.46724056, 15.48466209], [ 8.13328554, 8.15006301, 8.16684048, ..., 15.347597 , 15.36437447, 15.38115193], [ 7.93913506, 7.95651611, 7.97389717, ..., 15.41298779, 15.43036884, 15.4477499 ]], [[ 8.0585578 , 8.07557784, 8.09259788, ..., 15.37717556, 15.39419561, 15.41121565], [ 8.06101661, 8.07800284, 8.09498907, ..., 15.36509576, 15.382082 , 15.39906823], [ 8.04776354, 8.06459199, 8.08142044, ..., 15.28399705, 15.3008255 , 15.31765395], ... [ 8.16714157, 8.18371225, 8.20028294, ..., 15.29253659, 15.30910728, 15.32567797], [ 8.08406143, 8.10094227, 8.11782311, ..., 15.34282388, 15.35970472, 15.37658557], [ 8.09355679, 8.11045457, 8.12735235, ..., 15.35960212, 15.3764999 , 15.39339768]], [[ 8.02378943, 8.04103342, 8.05827741, ..., 15.43870567, 15.45594967, 15.47319366], [ 8.01562764, 8.03284278, 8.05005792, ..., 15.41813648, 15.43535162, 15.45256676], [ 8.09089167, 8.10779242, 8.12469318, ..., 15.35821648, 15.37511723, 15.39201799], ..., [ 8.06712783, 8.08410025, 8.10107267, ..., 15.36526706, 15.38223947, 15.39921189], [ 8.0545065 , 8.07143212, 8.08835774, ..., 15.3325214 , 15.34944701, 15.36637263], [ 8.01862357, 8.03579286, 8.05296215, ..., 15.40141935, 15.41858864, 15.43575794]]]) - μ_Denmark(chain, draw, μ_Denmark_dim_0)float648.408 8.419 8.43 ... 13.04 13.05
array([[[ 8.40814158, 8.41892966, 8.42971775, ..., 13.0470182 , 13.05780628, 13.06859437], [ 8.39416877, 8.40502407, 8.41587937, ..., 13.0619482 , 13.0728035 , 13.0836588 ], [ 8.40965309, 8.42040378, 8.43115446, ..., 13.03244915, 13.04319984, 13.05395053], ..., [ 8.36427357, 8.37523298, 8.38619239, ..., 13.07682012, 13.08777953, 13.09873894], [ 8.4522938 , 8.46292192, 8.47355004, ..., 13.02238728, 13.03301541, 13.04364353], [ 8.408264 , 8.41912957, 8.42999514, ..., 13.08045729, 13.09132286, 13.10218842]], [[ 8.42506412, 8.43571011, 8.4463561 , ..., 13.00283978, 13.01348577, 13.02413176], [ 8.390148 , 8.4009386 , 8.41172919, ..., 13.03010476, 13.04089536, 13.05168596], [ 8.46315705, 8.47371556, 8.48427407, ..., 13.00331751, 13.01387603, 13.02443454], ... [ 8.43436797, 8.44504756, 8.45572715, ..., 13.02658961, 13.03726919, 13.04794878], [ 8.41509903, 8.42589575, 8.43669247, ..., 13.05768759, 13.06848431, 13.07928103], [ 8.42323585, 8.43392393, 8.44461201, ..., 13.01911064, 13.02979872, 13.0404868 ]], [[ 8.41966791, 8.43040445, 8.441141 , ..., 13.03638292, 13.04711946, 13.05785601], [ 8.40060277, 8.41140458, 8.42220639, ..., 13.04538027, 13.05618208, 13.06698389], [ 8.4216831 , 8.43242734, 8.44317158, ..., 13.04170722, 13.05245146, 13.0631957 ], ..., [ 8.42935722, 8.44010196, 8.4508467 , ..., 13.04959558, 13.06034032, 13.07108506], [ 8.41657553, 8.42741369, 8.43825184, ..., 13.07698162, 13.08781977, 13.09865793], [ 8.41800589, 8.42873132, 8.43945674, ..., 13.02993867, 13.0406641 , 13.05138952]]]) - μ_Dominican Republic(chain, draw, μ_Dominican Republic_dim_0)float649.132 9.142 9.152 ... 13.3 13.31
array([[[ 9.13226199, 9.14212992, 9.15199784, ..., 13.37546974, 13.38533767, 13.39520559], [ 8.9702114 , 8.98054179, 8.99087217, ..., 13.41227738, 13.42260776, 13.43293815], [ 9.0576557 , 9.06781737, 9.07797903, ..., 13.42717212, 13.43733378, 13.44749545], ..., [ 9.07456628, 9.08451901, 9.09447174, ..., 13.35423995, 13.36419268, 13.37414541], [ 8.97081345, 8.98118831, 8.99156317, ..., 13.43200424, 13.4423791 , 13.45275396], [ 9.03396683, 9.04416455, 9.05436227, ..., 13.41898785, 13.42918557, 13.43938329]], [[ 9.06436338, 9.07440099, 9.08443861, ..., 13.38053697, 13.39057459, 13.4006122 ], [ 8.96296282, 8.97342456, 8.98388629, ..., 13.46150848, 13.47197022, 13.48243195], [ 9.02939548, 9.03944957, 9.04950366, ..., 13.35265344, 13.36270753, 13.37276162], ... [ 9.04226381, 9.05245071, 9.0626376 , ..., 13.42262856, 13.43281545, 13.44300235], [ 9.01902187, 9.02909445, 9.03916703, ..., 13.35023249, 13.36030507, 13.37037765], [ 9.10681641, 9.11688792, 9.12695944, ..., 13.43756774, 13.44763925, 13.45771077]], [[ 9.01419122, 9.02447743, 9.03476364, ..., 13.43726223, 13.44754844, 13.45783466], [ 9.01097371, 9.02119309, 9.03141246, ..., 13.40530374, 13.41552311, 13.42574248], [ 9.03844585, 9.04850751, 9.05856916, ..., 13.36495893, 13.37502059, 13.38508225], ..., [ 9.09004487, 9.09964124, 9.10923761, ..., 13.21648457, 13.22608094, 13.23567731], [ 8.93958182, 8.95026963, 8.96095745, ..., 13.53534263, 13.54603045, 13.55671826], [ 9.09355543, 9.10332507, 9.11309471, ..., 13.29449999, 13.30426963, 13.31403927]]]) - μ_Ecuador(chain, draw, μ_Ecuador_dim_0)float649.756 9.765 9.774 ... 13.59 13.6
array([[[ 9.7563043 , 9.76502728, 9.77375026, ..., 13.5071868 , 13.51590978, 13.52463276], [ 9.82556318, 9.83388191, 9.84220065, ..., 13.40261837, 13.4109371 , 13.41925584], [ 9.77636544, 9.78512816, 9.79389087, ..., 13.54433311, 13.55309582, 13.56185854], ..., [ 9.7306859 , 9.73947255, 9.7482592 , ..., 13.50894369, 13.51773033, 13.52651698], [ 9.74220112, 9.75083474, 9.75946836, ..., 13.4546563 , 13.46328992, 13.47192354], [ 9.75838595, 9.76703864, 9.77569132, ..., 13.47904147, 13.48769416, 13.49634685]], [[ 9.73809247, 9.74668119, 9.75526992, ..., 13.43124299, 13.43983171, 13.44842044], [ 9.7521804 , 9.76079812, 9.76941585, ..., 13.4578011 , 13.46641883, 13.47503655], [ 9.70628309, 9.71520487, 9.72412665, ..., 13.54264745, 13.55156923, 13.560491 ], ... [ 9.71393438, 9.72248766, 9.73104094, ..., 13.39184647, 13.40039975, 13.40895304], [ 9.76816549, 9.77692711, 9.78568873, ..., 13.53566081, 13.54442243, 13.55318404], [ 9.69712128, 9.70587654, 9.7146318 , ..., 13.46188278, 13.47063804, 13.4793933 ]], [[ 9.76058194, 9.76921088, 9.77783982, ..., 13.47102582, 13.47965476, 13.4882837 ], [ 9.7264118 , 9.73512417, 9.74383654, ..., 13.47273098, 13.48144335, 13.49015572], [ 9.72520367, 9.7338396 , 9.74247553, ..., 13.438653 , 13.44728893, 13.45592486], ..., [ 9.77631621, 9.78501329, 9.79371037, ..., 13.51606109, 13.52475817, 13.53345525], [ 9.76323259, 9.77166037, 9.78008814, ..., 13.38717629, 13.39560407, 13.40403184], [ 9.70791797, 9.71692421, 9.72593045, ..., 13.58060014, 13.58960638, 13.59861262]]]) - μ_Egypt(chain, draw, μ_Egypt_dim_0)float649.312 9.321 9.33 ... 13.15 13.16
array([[[ 9.31183363, 9.32075389, 9.32967415, ..., 13.14754491, 13.15646516, 13.16538542], [ 9.08894471, 9.09878552, 9.10862634, ..., 13.32049639, 13.33033721, 13.34017802], [ 9.18287624, 9.19218803, 9.20149983, ..., 13.18694916, 13.19626096, 13.20557276], ..., [ 9.07227115, 9.08178264, 9.09129414, ..., 13.16221346, 13.17172495, 13.18123644], [ 9.34319292, 9.35181088, 9.36042884, ..., 13.04891527, 13.05753323, 13.06615119], [ 9.03199035, 9.04192246, 9.05185456, ..., 13.30279438, 13.31272648, 13.32265858]], [[ 9.40832278, 9.41677637, 9.42522996, ..., 13.04336649, 13.05182008, 13.06027367], [ 9.08418132, 9.09408215, 9.10398298, ..., 13.34153642, 13.35143724, 13.36133807], [ 9.23555435, 9.24431177, 9.25306918, ..., 13.00124415, 13.01000157, 13.01875899], ... [ 9.21035939, 9.21934526, 9.22833113, ..., 13.0742823 , 13.08326816, 13.09225403], [ 9.31640555, 9.32518807, 9.3339706 , ..., 13.09288963, 13.10167215, 13.11045467], [ 9.28444248, 9.29328027, 9.30211806, ..., 13.08469298, 13.09353077, 13.10236856]], [[ 9.18197094, 9.19112757, 9.2002842 , ..., 13.11932133, 13.12847796, 13.13763459], [ 9.10183206, 9.11131069, 9.12078932, ..., 13.17764382, 13.18712245, 13.19660108], [ 9.15183115, 9.16117462, 9.1705181 , ..., 13.16952721, 13.17887069, 13.18821417], ..., [ 9.27695177, 9.28591837, 9.29488496, ..., 13.13258764, 13.14155424, 13.15052083], [ 9.17723794, 9.18651384, 9.19578974, ..., 13.16587552, 13.17515142, 13.18442732], [ 9.20860747, 9.21775136, 9.22689524, ..., 13.14047762, 13.1496215 , 13.15876539]]]) - μ_Estonia(chain, draw, μ_Estonia_dim_0)float646.274 6.287 6.301 ... 11.9 11.91
array([[[ 6.27409939, 6.28733461, 6.30056983, ..., 11.96524318, 11.97847839, 11.99171361], [ 6.293603 , 6.30664844, 6.31969389, ..., 11.90314352, 11.91618896, 11.92923441], [ 6.25624114, 6.26952719, 6.28281323, ..., 11.96924037, 11.98252642, 11.99581246], ..., [ 6.22629435, 6.23975222, 6.25321008, ..., 12.01317567, 12.02663353, 12.04009139], [ 6.33072038, 6.34362865, 6.35653691, ..., 11.88127515, 11.89418342, 11.90709168], [ 6.20274559, 6.21622064, 6.2296957 , ..., 11.99701863, 12.01049368, 12.02396874]], [[ 6.28764351, 6.30075259, 6.31386167, ..., 11.92454775, 11.93765683, 11.95076591], [ 6.23302318, 6.24650361, 6.25998404, ..., 12.02960817, 12.0430886 , 12.05656903], [ 6.31318194, 6.32607237, 6.3389628 , ..., 11.85606534, 11.86895577, 11.88184619], ... [ 6.27639784, 6.28956248, 6.30272713, ..., 11.93719426, 11.9503589 , 11.96352354], [ 6.2729875 , 6.28616732, 6.29934713, ..., 11.94030782, 11.95348764, 11.96666745], [ 6.32917675, 6.34219484, 6.35521293, ..., 11.92695511, 11.9399732 , 11.95299129]], [[ 6.29765799, 6.31065504, 6.32365208, ..., 11.88638686, 11.89938391, 11.91238095], [ 6.24068371, 6.2539298 , 6.26717588, ..., 11.93650013, 11.94974622, 11.9629923 ], [ 6.33081344, 6.34383947, 6.3568655 , ..., 11.932006 , 11.94503203, 11.95805806], ..., [ 6.29548475, 6.3087055 , 6.32192625, ..., 11.98040786, 11.99362861, 12.00684937], [ 6.28638564, 6.29966352, 6.31294141, ..., 11.99587643, 12.00915431, 12.0224322 ], [ 6.2656365 , 6.27871158, 6.29178666, ..., 11.88792059, 11.90099567, 11.91407075]]]) - μ_Finland(chain, draw, μ_Finland_dim_0)float647.85 7.859 7.868 ... 11.69 11.7
array([[[ 7.85038025, 7.85916504, 7.86794983, ..., 11.62784101, 11.6366258 , 11.64541059], [ 7.84799859, 7.85688553, 7.86577248, ..., 11.66938428, 11.67827122, 11.68715816], [ 7.85997957, 7.86872706, 7.87747455, ..., 11.62140113, 11.63014862, 11.63889611], ..., [ 7.85180386, 7.86065227, 7.86950068, ..., 11.65661944, 11.66546785, 11.67431626], [ 7.83057599, 7.83948867, 7.84840135, ..., 11.66302828, 11.67194096, 11.68085364], [ 7.86147788, 7.8703326 , 7.87918731, ..., 11.66900386, 11.67785857, 11.68671328]], [[ 7.8712735 , 7.88000583, 7.88873815, ..., 11.62617311, 11.63490543, 11.64363776], [ 7.81546785, 7.82442326, 7.83337867, ..., 11.66629518, 11.67525059, 11.684206 ], [ 7.83784152, 7.84671417, 7.85558681, ..., 11.65307931, 11.66195195, 11.6708246 ], ... [ 7.79078014, 7.79981293, 7.80884573, ..., 11.67488138, 11.68391418, 11.69294697], [ 7.81030786, 7.81927935, 7.82825084, ..., 11.66804772, 11.6770192 , 11.68599069], [ 7.81145978, 7.82047295, 7.82948611, ..., 11.68712105, 11.69613421, 11.70514738]], [[ 7.84263484, 7.85148854, 7.86034224, ..., 11.64972569, 11.65857939, 11.66743309], [ 7.8211031 , 7.83003149, 7.83895989, ..., 11.66031345, 11.66924185, 11.67817025], [ 7.84550105, 7.85429901, 7.86309697, ..., 11.62862372, 11.63742168, 11.64621964], ..., [ 7.83956924, 7.84843592, 7.85730261, ..., 11.65224429, 11.66111098, 11.66997767], [ 7.82903093, 7.83788307, 7.84673522, ..., 11.63545368, 11.64430582, 11.65315797], [ 7.84488503, 7.85381424, 7.86274345, ..., 11.68444639, 11.6933756 , 11.70230482]]]) - μ_France(chain, draw, μ_France_dim_0)float6411.21 11.22 11.23 ... 16.08 16.1
array([[[11.20537472, 11.21685217, 11.22832961, ..., 16.14067512, 16.15215256, 16.16363 ], [11.20594057, 11.21741152, 11.22888247, ..., 16.13844897, 16.14991992, 16.16139087], [11.22519474, 11.23664373, 11.24809271, ..., 16.14825813, 16.15970711, 16.1711561 ], ..., [11.20265739, 11.21420392, 11.22575044, ..., 16.16766365, 16.17921017, 16.1907567 ], [11.19103433, 11.20253508, 11.21403582, ..., 16.13635492, 16.14785567, 16.15935641], [11.23056111, 11.24198179, 11.25340247, ..., 16.14145277, 16.15287345, 16.16429412]], [[11.2163335 , 11.22781245, 11.23929141, ..., 16.15228379, 16.16376274, 16.1752417 ], [11.20833604, 11.21984121, 11.23134638, ..., 16.15555741, 16.16706257, 16.17856774], [11.23742888, 11.24871891, 11.26000893, ..., 16.09213956, 16.10342958, 16.11471961], ... [11.19742815, 11.20888619, 11.22034423, ..., 16.12438472, 16.13584276, 16.14730079], [11.15508897, 11.16677808, 11.17846719, ..., 16.18140595, 16.19309505, 16.20478416], [11.17161832, 11.18325528, 11.19489224, ..., 16.17551281, 16.18714977, 16.19878674]], [[11.17953763, 11.19111511, 11.2026926 , ..., 16.15785778, 16.16943527, 16.18101276], [11.17965938, 11.19124813, 11.20283688, ..., 16.16282032, 16.17440906, 16.18599781], [11.2420931 , 11.25338472, 11.26467634, ..., 16.09749004, 16.10878166, 16.12007328], ..., [11.25550193, 11.26681562, 11.27812931, ..., 16.12038743, 16.13170112, 16.1430148 ], [11.1690978 , 11.18074503, 11.19239226, ..., 16.17740652, 16.18905375, 16.20070098], [11.28374813, 11.29488577, 11.30602341, ..., 16.07293299, 16.08407063, 16.09520827]]]) - μ_Germany(chain, draw, μ_Germany_dim_0)float6411.22 11.23 11.24 ... 15.44 15.45
array([[[11.22380508, 11.2335962 , 11.24338731, ..., 15.43398388, 15.44377499, 15.4535661 ], [11.25140656, 11.26110989, 11.27081322, ..., 15.42383769, 15.43354102, 15.44324434], [11.22281924, 11.23246656, 11.24211387, ..., 15.37116388, 15.38081119, 15.39045851], ..., [11.24623495, 11.25589349, 11.26555202, ..., 15.39940471, 15.40906324, 15.41872178], [11.23743881, 11.24716368, 11.25688855, ..., 15.41913253, 15.4288574 , 15.43858226], [11.22801716, 11.23774604, 11.24747492, ..., 15.41143435, 15.42116323, 15.43089211]], [[11.20167249, 11.21148537, 11.22129825, ..., 15.42121055, 15.43102343, 15.44083631], [11.25321046, 11.26281626, 11.27242206, ..., 15.38370548, 15.39331129, 15.40291709], [11.2489662 , 11.25865301, 11.26833982, ..., 15.4142948 , 15.42398162, 15.43366843], ... [11.2070509 , 11.21692775, 11.2268046 , ..., 15.454096 , 15.46397285, 15.4738497 ], [11.1877613 , 11.19762372, 11.20748613, ..., 15.4285992 , 15.43846161, 15.44832402], [11.21015673, 11.22002463, 11.22989252, ..., 15.4533514 , 15.4632193 , 15.47308719]], [[11.22287499, 11.23268038, 11.24248577, ..., 15.43919193, 15.44899732, 15.45880271], [11.17619837, 11.18615811, 11.19611786, ..., 15.45888773, 15.46884747, 15.47880721], [11.27798689, 11.28749292, 11.29699895, ..., 15.36558157, 15.37508761, 15.38459364], ..., [11.25373427, 11.26348701, 11.27323975, ..., 15.44741326, 15.457166 , 15.46691874], [11.22727597, 11.23705268, 11.24682939, ..., 15.43126099, 15.4410377 , 15.45081441], [11.25969079, 11.26939447, 11.27909815, ..., 15.43227306, 15.44197674, 15.45168042]]]) - μ_Greece(chain, draw, μ_Greece_dim_0)float647.025 7.04 7.055 ... 13.49 13.51
array([[[ 7.0251177 , 7.04009695, 7.05507619, ..., 13.46619404, 13.48117329, 13.49615254], [ 7.06462387, 7.07944203, 7.09426019, ..., 13.43643343, 13.45125159, 13.46606975], [ 7.01069205, 7.02570163, 7.0407112 , ..., 13.46480904, 13.47981862, 13.49482819], ..., [ 7.02894912, 7.04399059, 7.05903205, ..., 13.49677937, 13.51182084, 13.5268623 ], [ 7.0281007 , 7.04319405, 7.0582874 , ..., 13.5182407 , 13.53333405, 13.5484274 ], [ 7.01305992, 7.02813175, 7.04320358, ..., 13.49394651, 13.50901834, 13.52409017]], [[ 7.05458962, 7.06946588, 7.08434213, ..., 13.45137761, 13.46625386, 13.48113011], [ 6.99974487, 7.01496391, 7.03018295, ..., 13.54393351, 13.55915255, 13.57437159], [ 7.04797494, 7.06304267, 7.0781104 , ..., 13.52709797, 13.54216569, 13.55723342], ... [ 7.13306229, 7.14761482, 7.16216735, ..., 13.39064983, 13.40520236, 13.41975489], [ 7.07757589, 7.09241709, 7.10725828, ..., 13.45928991, 13.4741311 , 13.4889723 ], [ 7.08079545, 7.09565193, 7.1105084 , ..., 13.46908056, 13.48393703, 13.49879351]], [[ 7.04092514, 7.05594978, 7.07097442, ..., 13.50152056, 13.5165452 , 13.53156984], [ 7.05482474, 7.06979317, 7.0847616 , ..., 13.4912484 , 13.50621682, 13.52118525], [ 6.99095758, 7.00616952, 7.02138146, ..., 13.53209151, 13.54730344, 13.56251538], ..., [ 6.98676437, 7.00194073, 7.01711709, ..., 13.51259861, 13.52777497, 13.54295133], [ 7.07864551, 7.09357972, 7.10851393, ..., 13.50035621, 13.51529043, 13.53022464], [ 6.96972264, 6.98486081, 6.99999898, ..., 13.47913474, 13.49427291, 13.50941108]]]) - μ_Hungary(chain, draw, μ_Hungary_dim_0)float646.657 6.675 6.694 ... 14.65 14.66
array([[[ 6.65690657, 6.67527309, 6.69363962, ..., 14.5545128 , 14.57287933, 14.59124586], [ 6.74425879, 6.76234525, 6.78043172, ..., 14.52143938, 14.53952584, 14.55761231], [ 6.72789957, 6.74615199, 6.76440442, ..., 14.57644237, 14.5946948 , 14.61294722], ..., [ 6.70652039, 6.72484526, 6.74317014, ..., 14.58621718, 14.60454205, 14.62286693], [ 6.76226569, 6.78038148, 6.79849727, ..., 14.55205404, 14.57016983, 14.58828562], [ 6.70862616, 6.7269691 , 6.74531205, ..., 14.5960934 , 14.61443635, 14.6327793 ]], [[ 6.76801268, 6.78602968, 6.80404667, ..., 14.51532187, 14.53333887, 14.55135587], [ 6.66212743, 6.68066115, 6.69919488, ..., 14.63162826, 14.65016198, 14.6686957 ], [ 6.80402116, 6.82186103, 6.8397009 , ..., 14.47516542, 14.49300529, 14.51084516], ... [ 6.69267374, 6.71109359, 6.72951343, ..., 14.61320783, 14.63162767, 14.65004752], [ 6.76031177, 6.77849376, 6.79667575, ..., 14.57856676, 14.59674875, 14.61493074], [ 6.72484299, 6.74297748, 6.76111197, ..., 14.52267343, 14.54080792, 14.55894241]], [[ 6.66398111, 6.68236835, 6.70075559, ..., 14.57049594, 14.58888319, 14.60727043], [ 6.78641809, 6.80430759, 6.8221971 , ..., 14.47890508, 14.49679458, 14.51468409], [ 6.60545396, 6.62428431, 6.64311466, ..., 14.70250572, 14.72133607, 14.74016642], ..., [ 6.69324784, 6.71170135, 6.73015486, ..., 14.62825703, 14.64671054, 14.66516405], [ 6.726679 , 6.74481913, 6.76295927, ..., 14.52693578, 14.54507592, 14.56321605], [ 6.73016476, 6.74853147, 6.76689819, ..., 14.62785232, 14.64621904, 14.66458575]]]) - μ_India(chain, draw, μ_India_dim_0)float6410.92 10.94 10.96 ... 18.15 18.16
array([[[10.92274016, 10.94025512, 10.95777007, ..., 18.45416981, 18.47168476, 18.48919971], [11.11192323, 11.12804522, 11.14416722, ..., 18.0443817 , 18.06050369, 18.07662569], [10.93932011, 10.95669824, 10.97407637, ..., 18.41191555, 18.42929368, 18.44667181], ..., [11.05173077, 11.06862907, 11.08552737, ..., 18.31799897, 18.33489727, 18.35179557], [10.91345314, 10.93045448, 10.94745581, ..., 18.22402883, 18.24103017, 18.25803151], [11.04313063, 11.06006543, 11.07700023, ..., 18.32509547, 18.34203027, 18.35896507]], [[11.04394899, 11.06027738, 11.07660577, ..., 18.06515489, 18.08148327, 18.09781166], [10.90502725, 10.92221823, 10.9394092 , ..., 18.29714799, 18.31433897, 18.33152995], [11.11795544, 11.1344075 , 11.15085956, ..., 18.19234288, 18.20879495, 18.22524701], ... [11.02544193, 11.04236309, 11.05928425, ..., 18.30153976, 18.31846092, 18.33538208], [10.98355152, 11.00024532, 11.01693913, ..., 18.16188649, 18.17858029, 18.19527409], [11.03350419, 11.05022126, 11.06693833, ..., 18.22184395, 18.23856102, 18.25527809]], [[11.14945638, 11.16590218, 11.18234798, ..., 18.22115089, 18.23759669, 18.25404249], [11.18903271, 11.20547061, 11.2219085 , ..., 18.25732751, 18.2737654 , 18.2902033 ], [10.94107088, 10.95796422, 10.97485756, ..., 18.20520732, 18.22210066, 18.238994 ], ..., [11.06602099, 11.08269802, 11.09937505, ..., 18.23714367, 18.2538207 , 18.27049773], [10.97567455, 10.99269287, 11.00971119, ..., 18.29355344, 18.31057177, 18.32759009], [11.02268905, 11.03921733, 11.0557456 , ..., 18.12984744, 18.14637571, 18.16290399]]]) - μ_Indonesia(chain, draw, μ_Indonesia_dim_0)float649.19 9.204 9.219 ... 15.45 15.47
array([[[ 9.18988867, 9.20439704, 9.2189054 , ..., 15.42848515, 15.44299351, 15.45750187], [ 9.09094759, 9.10555652, 9.12016545, ..., 15.37278752, 15.38739645, 15.40200538], [ 9.19623465, 9.2107007 , 9.22516675, ..., 15.41663582, 15.43110187, 15.44556792], ..., [ 9.21682779, 9.23103142, 9.24523506, ..., 15.3243919 , 15.33859554, 15.35279918], [ 9.05898766, 9.07397445, 9.08896123, ..., 15.5033056 , 15.51829238, 15.53327917], [ 9.19274325, 9.20704143, 9.22133962, ..., 15.34096357, 15.35526176, 15.36955995]], [[ 8.99105816, 9.00614057, 9.02122299, ..., 15.47649756, 15.49157998, 15.5066624 ], [ 9.27439723, 9.28838022, 9.30236321, ..., 15.28708323, 15.30106622, 15.31504921], [ 9.0631373 , 9.07803003, 9.09292277, ..., 15.46701243, 15.48190517, 15.4967979 ], ... [ 9.17396054, 9.1883113 , 9.20266206, ..., 15.34478682, 15.35913758, 15.37348834], [ 9.19254001, 9.20702833, 9.22151665, ..., 15.42251775, 15.43700607, 15.45149439], [ 9.17639084, 9.19073169, 9.20507253, ..., 15.34295488, 15.35729572, 15.37163657]], [[ 9.23520365, 9.24957994, 9.26395624, ..., 15.41701153, 15.43138783, 15.44576413], [ 9.13601156, 9.15055153, 9.1650915 , ..., 15.38819805, 15.40273801, 15.41727798], [ 9.19983027, 9.21426385, 9.22869743, ..., 15.4062715 , 15.42070509, 15.43513867], ..., [ 9.08617267, 9.10116366, 9.11615465, ..., 15.53229955, 15.54729055, 15.56228154], [ 9.27830805, 9.292521 , 9.30673395, ..., 15.38987669, 15.40408964, 15.41830259], [ 9.04159148, 9.05646413, 9.07133678, ..., 15.43683103, 15.45170368, 15.46657633]]]) - μ_Iran(chain, draw, μ_Iran_dim_0)float6411.24 11.25 11.25 ... 15.18 15.19
array([[[11.23632179, 11.24546473, 11.25460767, ..., 15.16778692, 15.17692987, 15.18607281], [11.26886614, 11.27793396, 11.28700178, ..., 15.16802812, 15.17709594, 15.18616375], [11.24978142, 11.25882107, 11.26786073, ..., 15.13683246, 15.14587211, 15.15491177], ..., [11.25763907, 11.26666645, 11.27569384, ..., 15.13941401, 15.14844139, 15.15746877], [11.24347643, 11.25264237, 11.26180832, ..., 15.18483234, 15.19399829, 15.20316423], [11.25543458, 11.26447523, 11.27351588, ..., 15.14291293, 15.15195358, 15.16099423]], [[11.24304399, 11.25211476, 11.26118552, ..., 15.14347164, 15.1525424 , 15.16161317], [11.2728565 , 11.28185969, 11.29086289, ..., 15.14423087, 15.15323406, 15.16223726], [11.24459436, 11.2536784 , 11.26276244, ..., 15.1507322 , 15.15981624, 15.16890028], ... [11.25593409, 11.26499149, 11.27404888, ..., 15.15061233, 15.15966972, 15.16872711], [11.2477837 , 11.25689273, 11.26600177, ..., 15.16466852, 15.17377756, 15.18288659], [11.24954722, 11.2586454 , 11.26774359, ..., 15.16176682, 15.170865 , 15.17996319]], [[11.27731725, 11.28627936, 11.29524147, ..., 15.13102506, 15.13998717, 15.14894928], [11.26027825, 11.26932527, 11.2783723 , ..., 15.15049923, 15.15954625, 15.16859328], [11.2535543 , 11.26263708, 11.27171987, ..., 15.15915167, 15.16823446, 15.17731724], ..., [11.24272454, 11.25184471, 11.26096488, ..., 15.16439735, 15.17351752, 15.18263769], [11.27163516, 11.2806285 , 11.28962184, ..., 15.13877129, 15.14776463, 15.15675797], [11.24444554, 11.25357122, 11.26269691, ..., 15.16848972, 15.1776154 , 15.18674109]]]) - μ_Iraq(chain, draw, μ_Iraq_dim_0)float648.891 8.905 8.92 ... 15.4 15.41
array([[[ 8.89095141, 8.90538502, 8.91981863, ..., 15.09740404, 15.11183765, 15.12627126], [ 8.2644529 , 8.28102385, 8.29759479, ..., 15.3899584 , 15.40652935, 15.42310029], [ 8.76327825, 8.77815303, 8.79302782, ..., 15.15943644, 15.17431123, 15.18918602], ..., [ 8.42631416, 8.44247213, 8.4586301 , ..., 15.37424017, 15.39039814, 15.40655611], [ 8.74748556, 8.76220025, 8.77691494, ..., 15.07480193, 15.08951662, 15.10423131], [ 8.33849194, 8.35496937, 8.37144681, ..., 15.42378923, 15.44026666, 15.4567441 ]], [[ 8.50784605, 8.52343371, 8.53902138, ..., 15.21054296, 15.22613063, 15.2417183 ], [ 8.55547113, 8.57094825, 8.58642538, ..., 15.21063657, 15.2261137 , 15.24159082], [ 8.53072328, 8.54664235, 8.56256143, ..., 15.37592505, 15.39184413, 15.4077632 ], ... [ 8.41203082, 8.42807229, 8.44411376, ..., 15.30986199, 15.32590346, 15.34194493], [ 8.48637413, 8.5021119 , 8.51784968, ..., 15.25361693, 15.2693547 , 15.28509248], [ 8.59454004, 8.61011034, 8.62568064, ..., 15.28976964, 15.30533995, 15.32091025]], [[ 8.67027709, 8.68524562, 8.70021414, ..., 15.10674392, 15.12171245, 15.13668097], [ 8.38850651, 8.40459614, 8.42068578, ..., 15.30704815, 15.32313778, 15.33922741], [ 8.61183257, 8.62746693, 8.64310128, ..., 15.3346036 , 15.35023795, 15.36587231], ..., [ 8.58188519, 8.59764205, 8.6133989 , ..., 15.35733182, 15.37308868, 15.38884553], [ 8.59688991, 8.61207399, 8.62725806, ..., 15.12604302, 15.1412271 , 15.15641117], [ 8.48737329, 8.50340554, 8.51943779, ..., 15.38123968, 15.39727192, 15.41330417]]]) - μ_Ireland(chain, draw, μ_Ireland_dim_0)float649.106 9.115 9.124 ... 12.86 12.87
array([[[ 9.1062745 , 9.1149389 , 9.12360331, ..., 12.83196902, 12.84063342, 12.84929783], [ 9.11938989, 9.12792751, 9.13646513, ..., 12.79056587, 12.79910349, 12.8076411 ], [ 9.09068031, 9.0994899 , 9.10829949, ..., 12.87880362, 12.88761321, 12.8964228 ], ..., [ 9.08749105, 9.09620971, 9.10492837, ..., 12.83651505, 12.84523371, 12.85395237], [ 9.12369059, 9.132263 , 9.14083541, ..., 12.80982824, 12.81840065, 12.82697306], [ 9.07813307, 9.08689622, 9.09565938, ..., 12.84628813, 12.85505128, 12.86381443]], [[ 9.1299991 , 9.13853741, 9.14707572, ..., 12.80147343, 12.81001174, 12.81855005], [ 9.07695752, 9.08569217, 9.09442683, ..., 12.83285988, 12.84159454, 12.8503292 ], [ 9.13004444, 9.13862695, 9.14720946, ..., 12.82052244, 12.82910495, 12.83768745], ... [ 9.08984138, 9.09845105, 9.10706071, ..., 12.79199768, 12.80060735, 12.80921701], [ 9.09426971, 9.10286978, 9.11146985, ..., 12.79229834, 12.8008984 , 12.80949847], [ 9.10222375, 9.11098159, 9.11973943, ..., 12.86809674, 12.87685458, 12.88561242]], [[ 9.06117693, 9.07003912, 9.07890132, ..., 12.87192165, 12.88078385, 12.88964605], [ 9.10664168, 9.11528135, 9.12392102, ..., 12.82170065, 12.83034032, 12.83897999], [ 9.0917903 , 9.10044019, 9.10909008, ..., 12.81124162, 12.81989151, 12.8285414 ], ..., [ 9.13010832, 9.13866863, 9.14722894, ..., 12.81104207, 12.81960238, 12.82816269], [ 9.08915715, 9.09781496, 9.10647277, ..., 12.81201595, 12.82067376, 12.82933157], [ 9.1079434 , 9.11664494, 9.12534648, ..., 12.84960571, 12.85830725, 12.86700879]]]) - μ_Israel(chain, draw, μ_Israel_dim_0)float649.296 9.308 9.321 ... 14.55 14.56
array([[[ 9.29598673, 9.3083272 , 9.32066766, ..., 14.60238508, 14.61472554, 14.62706601], [ 9.26050415, 9.27279301, 9.28508187, ..., 14.54471296, 14.55700181, 14.56929067], [ 9.3634968 , 9.37572484, 9.38795287, ..., 14.62155226, 14.6337803 , 14.64600834], ..., [ 9.28975062, 9.30209404, 9.31443745, ..., 14.59742057, 14.60976399, 14.6221074 ], [ 9.38357573, 9.39558983, 9.40760394, ..., 14.54964128, 14.56165539, 14.5736695 ], [ 9.27229778, 9.28474697, 9.29719616, ..., 14.62544967, 14.63789886, 14.65034805]], [[ 9.29004333, 9.30249034, 9.31493736, ..., 14.64226061, 14.65470763, 14.66715465], [ 9.33620789, 9.34828975, 9.3603716 , ..., 14.53140532, 14.54348717, 14.55556903], [ 9.38894954, 9.40103614, 9.41312275, ..., 14.58618902, 14.59827562, 14.61036222], ... [ 9.26011748, 9.2725526 , 9.28498772, ..., 14.60721983, 14.61965495, 14.63209007], [ 9.3376233 , 9.34977875, 9.36193421, ..., 14.56446958, 14.57662504, 14.5887805 ], [ 9.27833802, 9.29067538, 9.30301274, ..., 14.58340295, 14.59574031, 14.60807767]], [[ 9.34530004, 9.35744495, 9.36958986, ..., 14.56761198, 14.57975689, 14.5919018 ], [ 9.28283146, 9.29522856, 9.30762565, ..., 14.61358172, 14.62597882, 14.63837591], [ 9.3532017 , 9.36534542, 9.37748914, ..., 14.57500047, 14.58714419, 14.59928791], ..., [ 9.35926017, 9.37134953, 9.38343888, ..., 14.55768293, 14.56977229, 14.58186164], [ 9.30868478, 9.32092208, 9.33315937, ..., 14.57072154, 14.58295884, 14.59519613], [ 9.37020833, 9.38222379, 9.39423924, ..., 14.53685513, 14.54887059, 14.56088604]]]) - μ_Italy(chain, draw, μ_Italy_dim_0)float6411.45 11.46 11.47 ... 15.61 15.62
array([[[11.4538278 , 11.46351368, 11.47319957, ..., 15.61875796, 15.62844384, 15.63812973], [11.46107822, 11.47057356, 11.48006891, ..., 15.54407681, 15.55357216, 15.5630675 ], [11.49737258, 11.50683164, 11.5162907 , ..., 15.56476946, 15.57422852, 15.58368758], ..., [11.49744064, 11.506851 , 11.51626136, ..., 15.54389608, 15.55330644, 15.56271681], [11.46850714, 11.47813995, 11.48777277, ..., 15.61061812, 15.62025094, 15.62988376], [11.46310405, 11.4726517 , 11.48219934, ..., 15.56858971, 15.57813735, 15.58768499]], [[11.45070819, 11.46033111, 11.46995404, ..., 15.58856626, 15.59818919, 15.60781212], [11.4900039 , 11.49948575, 11.5089676 , ..., 15.56719902, 15.57668087, 15.58616272], [11.45810101, 11.46772591, 11.4773508 , ..., 15.59680456, 15.60642945, 15.61605435], ... [11.54274844, 11.5521078 , 11.56146715, ..., 15.56727299, 15.57663235, 15.58599171], [11.45420356, 11.4637543 , 11.47330504, ..., 15.5610217 , 15.57057244, 15.58012318], [11.46049881, 11.47009392, 11.47968902, ..., 15.58639454, 15.59598965, 15.60558476]], [[11.47372605, 11.48325723, 11.49278842, ..., 15.57213668, 15.58166787, 15.59119906], [11.43726522, 11.4469715 , 11.45667777, ..., 15.61096473, 15.62067101, 15.63037728], [11.48299334, 11.49252228, 11.50205121, ..., 15.58043615, 15.58996509, 15.59949402], ..., [11.48442553, 11.49399836, 11.5035712 , ..., 15.60074409, 15.61031693, 15.61988976], [11.43803304, 11.44762272, 11.45721241, ..., 15.56159829, 15.57118798, 15.58077766], [11.49973188, 11.50927729, 11.5188227 , ..., 15.60425978, 15.61380519, 15.62335061]]]) - μ_Japan(chain, draw, μ_Japan_dim_0)float648.882 8.894 8.906 ... 13.93 13.94
array([[[ 8.8824744 , 8.89424736, 8.90602033, ..., 13.94484837, 13.95662133, 13.96839429], [ 8.83021485, 8.84222897, 8.85424309, ..., 13.99628545, 14.00829957, 14.02031369], [ 8.86927609, 8.88114603, 8.89301596, ..., 13.97334745, 13.98521739, 13.99708732], ..., [ 8.84010886, 8.85201889, 8.86392892, ..., 13.961422 , 13.97333203, 13.98524206], [ 8.8548652 , 8.86677819, 8.87869118, ..., 13.9774511 , 13.98936409, 14.00127708], [ 8.81482455, 8.82681854, 8.83881252, ..., 13.97223697, 13.98423095, 13.99622494]], [[ 8.85264276, 8.86457207, 8.87650137, ..., 13.98224429, 13.9941736 , 14.0061029 ], [ 8.86900621, 8.88080727, 8.89260833, ..., 13.94346271, 13.95526377, 13.96706483], [ 8.86501608, 8.87680579, 8.88859549, ..., 13.93458907, 13.94637878, 13.95816848], ... [ 8.87067138, 8.88244626, 8.89422113, ..., 13.9338686 , 13.94564348, 13.95741835], [ 8.86572961, 8.87748902, 8.88924842, ..., 13.92227311, 13.93403251, 13.94579191], [ 8.8751283 , 8.88693178, 8.89873525, ..., 13.95062244, 13.96242592, 13.97422939]], [[ 8.77834018, 8.79047298, 8.80260578, ..., 13.99544284, 14.00757564, 14.01970843], [ 8.82456607, 8.83652284, 8.84847962, ..., 13.9659775 , 13.97793427, 13.98989104], [ 8.83310017, 8.84504536, 8.85699055, ..., 13.9695319 , 13.98147709, 13.99342228], ..., [ 8.87341891, 8.88507551, 8.89673211, ..., 13.88575784, 13.89741445, 13.90907105], [ 8.79736408, 8.80934561, 8.82132715, ..., 13.94942415, 13.96140568, 13.97338722], [ 8.88589304, 8.89759335, 8.90929367, ..., 13.91702781, 13.92872812, 13.94042844]]]) - μ_Jordan(chain, draw, μ_Jordan_dim_0)float645.146 5.168 5.191 ... 14.91 14.93
array([[[ 5.14558634, 5.16815682, 5.19072731, ..., 14.85089602, 14.87346651, 14.896037 ], [ 5.07565443, 5.09852711, 5.1213998 , ..., 14.91090993, 14.93378262, 14.95665531], [ 5.24986867, 5.27209214, 5.29431561, ..., 14.80596182, 14.82818529, 14.85040876], ..., [ 5.22208348, 5.244364 , 5.26664452, ..., 14.80270835, 14.82498887, 14.84726939], [ 5.17141992, 5.19417951, 5.21693911, ..., 14.95804594, 14.98080553, 15.00356513], [ 5.14938121, 5.17172313, 5.19406504, ..., 14.75640394, 14.77874586, 14.80108777]], [[ 4.96417099, 4.9873174 , 5.01046381, ..., 14.91712823, 14.94027464, 14.96342106], [ 5.29210087, 5.31399156, 5.33588224, ..., 14.70509613, 14.72698681, 14.7488775 ], [ 4.9783208 , 5.00161547, 5.02491014, ..., 14.99502964, 15.01832431, 15.04161898], ... [ 5.14567808, 5.16797354, 5.19026899, ..., 14.73272413, 14.75501959, 14.77731504], [ 5.23525969, 5.25766547, 5.28007124, ..., 14.86974326, 14.89214904, 14.91455482], [ 5.15785832, 5.18019239, 5.20252645, ..., 14.76150479, 14.78383885, 14.80617291]], [[ 5.20324203, 5.22539367, 5.24754531, ..., 14.72844827, 14.75059991, 14.77275156], [ 5.06051968, 5.08306127, 5.10560287, ..., 14.75340673, 14.77594833, 14.79848993], [ 5.27273069, 5.29519795, 5.31766521, ..., 14.93365356, 14.95612082, 14.97858809], ..., [ 5.05587983, 5.07892111, 5.10196239, ..., 14.9636285 , 14.98666978, 15.00971105], [ 5.28571503, 5.307757 , 5.32979898, ..., 14.76376398, 14.78580595, 14.80784793], [ 5.11625712, 5.13896999, 5.16168287, ..., 14.88279323, 14.90550611, 14.92821898]]]) - μ_Kuwait(chain, draw, μ_Kuwait_dim_0)float648.877 8.887 8.897 ... 13.31 13.32
array([[[ 8.87668394, 8.88706059, 8.89743725, ..., 13.33864542, 13.34902207, 13.35939873], [ 8.86488597, 8.87531613, 8.88574628, ..., 13.34985378, 13.36028393, 13.37071409], [ 8.79893909, 8.80975851, 8.82057793, ..., 13.45129083, 13.46211025, 13.47292968], ..., [ 8.76485322, 8.77565383, 8.78645444, ..., 13.40911691, 13.41991752, 13.43071814], [ 8.82758808, 8.83845636, 8.84932464, ..., 13.50094708, 13.51181535, 13.52268363], [ 8.82247696, 8.83291692, 8.84335688, ..., 13.31165915, 13.32209911, 13.33253907]], [[ 8.72935319, 8.74031334, 8.75127348, ..., 13.44221531, 13.45317546, 13.4641356 ], [ 8.91715428, 8.92735932, 8.93756435, ..., 13.30531999, 13.31552503, 13.32573007], [ 8.80093454, 8.81157117, 8.82220781, ..., 13.3746887 , 13.38532534, 13.39596197], ... [ 8.84844313, 8.85938053, 8.87031792, ..., 13.55152217, 13.56245957, 13.57339696], [ 8.63734243, 8.64837322, 8.65940402, ..., 13.38058502, 13.39161582, 13.40264662], [ 8.74632288, 8.75756543, 8.76880799, ..., 13.58062135, 13.5918639 , 13.60310646]], [[ 8.87941355, 8.89000153, 8.90058951, ..., 13.43224435, 13.44283233, 13.45342031], [ 8.80575454, 8.81663186, 8.82750918, ..., 13.48300096, 13.49387828, 13.5047556 ], [ 8.85498007, 8.86543635, 8.87589263, ..., 13.35118116, 13.36163744, 13.37209372], ..., [ 8.87158842, 8.88170969, 8.89183096, ..., 13.22373478, 13.23385605, 13.24397732], [ 8.77952257, 8.79050014, 8.80147772, ..., 13.49987804, 13.51085561, 13.52183318], [ 8.85194276, 8.86227483, 8.8726069 , ..., 13.29473123, 13.3050633 , 13.31539536]]]) - μ_Latvia(chain, draw, μ_Latvia_dim_0)float645.532 5.548 5.564 ... 12.37 12.38
array([[[ 5.53224356, 5.54809045, 5.56393733, ..., 12.34640338, 12.36225026, 12.37809714], [ 5.53427 , 5.54995454, 5.56563908, ..., 12.27862197, 12.29430651, 12.30999105], [ 5.5018814 , 5.51785356, 5.53382571, ..., 12.36990715, 12.3858793 , 12.40185146], ..., [ 5.57011249, 5.58577088, 5.60142927, ..., 12.30322081, 12.3188792 , 12.33453759], [ 5.51769251, 5.53341344, 5.54913437, ..., 12.27769272, 12.29341365, 12.30913458], [ 5.53143802, 5.54730207, 5.56316613, ..., 12.35298368, 12.36884774, 12.3847118 ]], [[ 5.57891795, 5.59444443, 5.60997092, ..., 12.25530696, 12.27083345, 12.28635993], [ 5.48658781, 5.50249385, 5.5183999 , ..., 12.32618693, 12.34209298, 12.35799902], [ 5.55825051, 5.57400125, 5.589752 , ..., 12.33107042, 12.34682116, 12.36257191], ... [ 5.60195145, 5.61742528, 5.63289911, ..., 12.25569738, 12.27117121, 12.28664504], [ 5.55914261, 5.5748175 , 5.59049239, ..., 12.29934685, 12.31502175, 12.33069664], [ 5.55863508, 5.57436568, 5.59009628, ..., 12.32279146, 12.33852205, 12.35425265]], [[ 5.53413474, 5.54994309, 5.56575143, ..., 12.33172315, 12.34753149, 12.36333984], [ 5.57556117, 5.59119992, 5.60683868, ..., 12.30022581, 12.31586457, 12.33150332], [ 5.47210065, 5.48801356, 5.50392647, ..., 12.3146523 , 12.33056521, 12.34647812], ..., [ 5.61614091, 5.63169691, 5.64725292, ..., 12.30522274, 12.32077874, 12.33633474], [ 5.46490389, 5.48083777, 5.49677165, ..., 12.31647219, 12.33240607, 12.34833995], [ 5.57948502, 5.59523691, 5.61098879, ..., 12.35279475, 12.36854663, 12.38429851]]]) - μ_Lebanon(chain, draw, μ_Lebanon_dim_0)float646.208 6.227 6.246 ... 14.54 14.56
array([[[ 6.20776044, 6.22703307, 6.24630569, ..., 14.49498861, 14.51426124, 14.53353386], [ 6.20252223, 6.22170505, 6.24088787, ..., 14.45113357, 14.47031639, 14.4894992 ], [ 6.20707645, 6.22635207, 6.2456277 , ..., 14.49559341, 14.51486903, 14.53414465], ..., [ 6.17255863, 6.19184217, 6.21112572, ..., 14.46448252, 14.48376606, 14.50304961], [ 6.20866612, 6.22786063, 6.24705514, ..., 14.46230583, 14.48150034, 14.50069485], [ 6.1930637 , 6.21239366, 6.23172362, ..., 14.50494728, 14.52427724, 14.5436072 ]], [[ 6.2941319 , 6.31284536, 6.33155882, ..., 14.3409178 , 14.35963125, 14.37834471], [ 6.11644203, 6.13611015, 6.15577828, ..., 14.57373557, 14.59340369, 14.61307182], [ 6.26915571, 6.28805654, 6.30695736, ..., 14.39651098, 14.41541181, 14.43431263], ... [ 6.13843147, 6.1579104 , 6.17738932, ..., 14.51436881, 14.53384773, 14.55332665], [ 6.24907625, 6.26804056, 6.28700486, ..., 14.40372661, 14.42269091, 14.44165522], [ 6.27589882, 6.29480045, 6.31370207, ..., 14.40359902, 14.42250065, 14.44140227]], [[ 6.29306509, 6.31200162, 6.33093816, ..., 14.43577481, 14.45471135, 14.47364788], [ 6.2134565 , 6.23268355, 6.25191059, ..., 14.4810863 , 14.50031334, 14.51954039], [ 6.224523 , 6.24364228, 6.26276155, ..., 14.44581186, 14.46493113, 14.48405041], ..., [ 6.15146118, 6.17106094, 6.1906607 , ..., 14.57935725, 14.598957 , 14.61855676], [ 6.30129766, 6.32029513, 6.3392926 , ..., 14.47021038, 14.48920785, 14.50820532], [ 6.12153632, 6.14106337, 6.16059041, ..., 14.51816543, 14.53769247, 14.55721952]]]) - μ_Lithuania(chain, draw, μ_Lithuania_dim_0)float645.964 5.982 5.999 ... 13.33 13.35
array([[[ 5.964461 , 5.98180535, 5.99914969, ..., 13.42252932, 13.43987366, 13.45721801], [ 6.00154645, 6.01859386, 6.03564127, ..., 13.33193214, 13.34897955, 13.36602696], [ 6.05864755, 6.07562713, 6.0926067 , ..., 13.35986457, 13.37684414, 13.39382372], ..., [ 5.99709315, 6.01438364, 6.03167413, ..., 13.43200365, 13.44929414, 13.46658463], [ 5.96168639, 5.97883746, 5.99598853, ..., 13.33664615, 13.35379722, 13.37094829], [ 6.00409215, 6.0212982 , 6.03850425, ..., 13.4026935 , 13.41989955, 13.43710559]], [[ 6.05794041, 6.07479625, 6.09165209, ..., 13.3059519 , 13.32280774, 13.33966358], [ 5.97052626, 5.98775141, 6.00497655, ..., 13.3773385 , 13.39456364, 13.41178879], [ 6.01398025, 6.03110034, 6.04822043, ..., 13.37561792, 13.39273801, 13.4098581 ], ... [ 5.99820526, 6.01547099, 6.03273673, ..., 13.42247115, 13.43973689, 13.45700262], [ 5.94611584, 5.96337451, 5.98063319, ..., 13.36734457, 13.38460324, 13.40186191], [ 6.00878782, 6.0258986 , 6.04300938, ..., 13.36642349, 13.38353427, 13.40064505]], [[ 6.04004807, 6.05688157, 6.07371506, ..., 13.27845223, 13.29528572, 13.31211922], [ 5.9462401 , 5.96353909, 5.98083808, ..., 13.3848058 , 13.40210479, 13.41940378], [ 5.98800869, 6.00525523, 6.02250176, ..., 13.40401689, 13.42126342, 13.43850995], ..., [ 6.03045427, 6.0475409 , 6.06462753, ..., 13.37770481, 13.39479144, 13.41187807], [ 5.94725715, 5.9645277 , 5.98179825, ..., 13.37359298, 13.39086353, 13.40813407], [ 6.02917822, 6.046117 , 6.06305578, ..., 13.31285391, 13.32979269, 13.34673147]]]) - μ_Luxembourg(chain, draw, μ_Luxembourg_dim_0)float647.698 7.707 7.716 ... 11.67 11.68
array([[[ 7.69786634, 7.70696667, 7.71606701, ..., 11.61101166, 11.620112 , 11.62921234], [ 7.60434209, 7.61382639, 7.6233107 , ..., 11.6825936 , 11.6920779 , 11.70156221], [ 7.70693229, 7.71599376, 7.72505523, ..., 11.60336401, 11.61242548, 11.62148695], ..., [ 7.69312075, 7.70225653, 7.71139231, ..., 11.62150577, 11.63064155, 11.63977733], [ 7.64045634, 7.64971227, 7.65896819, ..., 11.6205031 , 11.62975903, 11.63901495], [ 7.68896361, 7.69811844, 7.70727327, ..., 11.62553981, 11.63469464, 11.64384947]], [[ 7.68314011, 7.69238108, 7.70162206, ..., 11.65676055, 11.66600153, 11.67524251], [ 7.63374761, 7.64312231, 7.65249702, ..., 11.66487029, 11.674245 , 11.6836197 ], [ 7.68072039, 7.68987194, 7.69902349, ..., 11.6158866 , 11.62503815, 11.6341897 ], ... [ 7.65379097, 7.66310671, 7.67242244, ..., 11.65955812, 11.66887386, 11.67818959], [ 7.65188508, 7.6611305 , 7.67037593, ..., 11.62741643, 11.63666185, 11.64590727], [ 7.64820646, 7.6575642 , 7.66692195, ..., 11.67203743, 11.68139518, 11.69075293]], [[ 7.69274354, 7.70183775, 7.71093196, ..., 11.60325325, 11.61234746, 11.62144167], [ 7.65186292, 7.6611126 , 7.67036229, ..., 11.62922723, 11.63847692, 11.6477266 ], [ 7.66440724, 7.67370495, 7.68300267, ..., 11.66242544, 11.67172315, 11.68102087], ..., [ 7.67865709, 7.68790391, 7.69715073, ..., 11.65478993, 11.66403676, 11.67328358], [ 7.65423634, 7.66344024, 7.67264414, ..., 11.61191292, 11.62111682, 11.63032072], [ 7.66830886, 7.67758436, 7.68685985, ..., 11.65677094, 11.66604643, 11.67532192]]]) - μ_Malaysia(chain, draw, μ_Malaysia_dim_0)float647.65 7.663 7.676 ... 13.4 13.42
array([[[ 7.64951557, 7.66281475, 7.67611393, ..., 13.36816349, 13.38146267, 13.39476185], [ 7.73596506, 7.74895915, 7.76195324, ..., 13.32342417, 13.33641826, 13.34941235], [ 7.69307054, 7.70642006, 7.71976957, ..., 13.43336101, 13.44671052, 13.46006003], ..., [ 7.74809859, 7.76106301, 7.77402743, ..., 13.3228002 , 13.33576462, 13.34872905], [ 7.65324898, 7.66667836, 7.68010774, ..., 13.42788369, 13.44131307, 13.45474245], [ 7.72174241, 7.7347781 , 7.74781378, ..., 13.32708769, 13.34012338, 13.35315907]], [[ 7.74512806, 7.75809687, 7.77106568, ..., 13.32171546, 13.33468427, 13.34765307], [ 7.6660851 , 7.67929566, 7.69250622, ..., 13.34662605, 13.35983661, 13.37304717], [ 7.79464351, 7.80757073, 7.82049796, ..., 13.35334997, 13.36627719, 13.37920442], ... [ 7.74108856, 7.75414346, 7.76719836, ..., 13.35469706, 13.36775197, 13.38080687], [ 7.75830942, 7.7712037 , 7.78409798, ..., 13.30284961, 13.31574389, 13.32863817], [ 7.77372216, 7.78670369, 7.79968523, ..., 13.35578412, 13.36876566, 13.3817472 ]], [[ 7.65124113, 7.6646585 , 7.67807587, ..., 13.42071127, 13.43412864, 13.44754601], [ 7.69955905, 7.71273788, 7.72591671, ..., 13.36645613, 13.37963497, 13.3928138 ], [ 7.70279123, 7.71594319, 7.72909516, ..., 13.35813737, 13.37128934, 13.38444131], ..., [ 7.75765831, 7.77069783, 7.78373735, ..., 13.36465296, 13.37769248, 13.390732 ], [ 7.66918089, 7.68242696, 7.69567303, ..., 13.36499083, 13.3782369 , 13.39148297], [ 7.7030481 , 7.71627094, 7.72949379, ..., 13.38887144, 13.40209428, 13.41531712]]]) - μ_Malta(chain, draw, μ_Malta_dim_0)float645.477 5.49 5.503 ... 11.04 11.06
array([[[ 5.47665261, 5.48960537, 5.50255813, ..., 11.04634138, 11.05929414, 11.07224691], [ 5.52493864, 5.53780093, 5.55066323, ..., 11.05572468, 11.06858698, 11.08144927], [ 5.4548893 , 5.46794749, 5.48100569, ..., 11.06991232, 11.08297051, 11.0960287 ], ..., [ 5.50498904, 5.51785185, 5.53071465, ..., 11.03599719, 11.04886 , 11.06172281], [ 5.47123293, 5.48425939, 5.49728584, ..., 11.07260845, 11.08563491, 11.09866136], [ 5.48989975, 5.5028259 , 5.51575206, ..., 11.04814466, 11.06107081, 11.07399696]], [[ 5.53323715, 5.54599684, 5.55875652, ..., 11.01990035, 11.03266003, 11.04541971], [ 5.45957517, 5.47272544, 5.48587571, ..., 11.11419097, 11.12734124, 11.14049151], [ 5.54454172, 5.5571858 , 5.56982987, ..., 10.98149392, 10.994138 , 11.00678207], ... [ 5.45068699, 5.46382945, 5.47697192, ..., 11.10194698, 11.11508944, 11.12823191], [ 5.45309991, 5.46617974, 5.47925958, ..., 11.07742909, 11.09050893, 11.10358876], [ 5.47657605, 5.4895904 , 5.50260474, ..., 11.07274546, 11.0857598 , 11.09877415]], [[ 5.44011433, 5.45325372, 5.46639312, ..., 11.09005352, 11.10319291, 11.11633231], [ 5.53273309, 5.54554232, 5.55835156, ..., 11.04070407, 11.0535133 , 11.06632254], [ 5.39796763, 5.41118494, 5.42440225, ..., 11.08141038, 11.09462768, 11.10784499], ..., [ 5.51357504, 5.52644016, 5.53930528, ..., 11.04557845, 11.05844357, 11.0713087 ], [ 5.45798791, 5.47106957, 5.48415124, ..., 11.08310281, 11.09618447, 11.10926613], [ 5.52007403, 5.53288702, 5.54570001, ..., 11.02965862, 11.04247161, 11.0552846 ]]]) - μ_Mexico(chain, draw, μ_Mexico_dim_0)float6410.22 10.23 10.25 ... 15.8 15.81
array([[[10.22022869, 10.23305666, 10.24588463, ..., 15.73625768, 15.74908565, 15.76191362], [10.3229327 , 10.3357497 , 10.3485667 , ..., 15.83424304, 15.84706004, 15.85987704], [10.12404168, 10.13743511, 10.15082854, ..., 15.88321828, 15.89661172, 15.91000515], ..., [10.2386298 , 10.25158827, 10.26454675, ..., 15.81077404, 15.82373252, 15.83669099], [10.19337138, 10.20640134, 10.21943131, ..., 15.7962564 , 15.80928636, 15.82231633], [10.15098657, 10.16459476, 10.17820295, ..., 16.00250934, 16.01611754, 16.02972573]], [[10.32720576, 10.34008894, 10.35297212, ..., 15.86697328, 15.87985646, 15.89273964], [10.12054676, 10.1342346 , 10.14792244, ..., 16.00631956, 16.02000741, 16.03369525], [10.17463958, 10.18778695, 10.20093432, ..., 15.82800821, 15.84115558, 15.85430295], ... [10.32792342, 10.3406304 , 10.35333738, ..., 15.79192465, 15.80463163, 15.81733861], [10.3397627 , 10.35252652, 10.36529034, ..., 15.82820669, 15.84097051, 15.85373433], [10.25489893, 10.26773342, 10.28056792, ..., 15.77373092, 15.78656541, 15.7993999 ]], [[10.22730235, 10.24020496, 10.25310757, ..., 15.77542418, 15.78832679, 15.8012294 ], [10.48924774, 10.50112171, 10.51299567, ..., 15.59505278, 15.60692675, 15.61880071], [10.05781983, 10.07159921, 10.08537859, ..., 15.98295347, 15.99673285, 16.01051223], ..., [10.47601918, 10.48825751, 10.50049584, ..., 15.73850253, 15.75074086, 15.7629792 ], [ 9.93899375, 9.95326809, 9.96754242, ..., 16.07695867, 16.09123301, 16.10550735], [10.42626497, 10.43872941, 10.45119386, ..., 15.78597539, 15.79843984, 15.81090428]]]) - μ_Moldova(chain, draw, μ_Moldova_dim_0)float648.046 8.058 8.07 ... 13.48 13.49
array([[[ 8.04576004, 8.05807283, 8.07038562, ..., 13.34025978, 13.35257257, 13.36488536], [ 8.03608436, 8.04847407, 8.06086379, ..., 13.36366226, 13.37605198, 13.3884417 ], [ 8.12380809, 8.13573453, 8.14766097, ..., 13.25217679, 13.26410323, 13.27602967], ..., [ 8.06175984, 8.07419953, 8.08663923, ..., 13.41082841, 13.4232681 , 13.43570779], [ 8.12324892, 8.13511883, 8.14698874, ..., 13.22731084, 13.23918075, 13.25105066], [ 8.19745113, 8.20943541, 8.22141969, ..., 13.35069224, 13.36267652, 13.37466081]], [[ 8.0459928 , 8.05861708, 8.07124137, ..., 13.47443704, 13.48706133, 13.49968562], [ 8.0571581 , 8.06952961, 8.08190112, ..., 13.37690796, 13.38927947, 13.40165098], [ 8.03519948, 8.04758662, 8.05997376, ..., 13.36166799, 13.37405513, 13.38644226], ... [ 8.06891244, 8.08112107, 8.0933297 , ..., 13.3186227 , 13.33083132, 13.34303995], [ 8.09056458, 8.10279776, 8.11503094, ..., 13.35083374, 13.36306692, 13.37530011], [ 8.06941664, 8.08167417, 8.09393171, ..., 13.34015743, 13.35241496, 13.3646725 ]], [[ 7.96110814, 7.97380226, 7.98649638, ..., 13.41957946, 13.43227357, 13.44496769], [ 7.96541973, 7.97810154, 7.99078335, ..., 13.41859793, 13.43127974, 13.44396155], [ 8.09329541, 8.10546525, 8.1176351 , ..., 13.32632891, 13.33849875, 13.3506686 ], ..., [ 7.9999079 , 8.01226319, 8.02461847, ..., 13.31268026, 13.32503555, 13.33739083], [ 8.06682875, 8.07893943, 8.09105011, ..., 13.27442179, 13.28653247, 13.29864315], [ 8.03640749, 8.04904051, 8.06167352, ..., 13.46860252, 13.48123554, 13.49386855]]]) - μ_Morocco(chain, draw, μ_Morocco_dim_0)float648.218 8.232 8.246 ... 14.48 14.5
array([[[ 8.2176006 , 8.23200686, 8.24641312, ..., 14.41229152, 14.42669778, 14.44110404], [ 8.11253379, 8.12759874, 8.14266369, ..., 14.59046257, 14.60552752, 14.62059247], [ 8.08951182, 8.10421522, 8.11891862, ..., 14.41197405, 14.42667745, 14.44138085], ..., [ 8.08761818, 8.10255401, 8.11748984, ..., 14.51002532, 14.52496116, 14.53989699], [ 8.02326154, 8.03851585, 8.05377017, ..., 14.58261774, 14.59787206, 14.61312638], [ 8.09457638, 8.10949391, 8.12441144, ..., 14.50911421, 14.52403174, 14.53894927]], [[ 8.10159306, 8.11638436, 8.13117567, ..., 14.46185435, 14.47664566, 14.49143696], [ 8.06014667, 8.07503664, 8.08992661, ..., 14.46283337, 14.47772333, 14.4926133 ], [ 8.14782117, 8.1627502 , 8.17767923, ..., 14.56730437, 14.5822334 , 14.59716243], ... [ 8.07891647, 8.09394014, 8.1089638 , ..., 14.53909304, 14.55411671, 14.56914037], [ 8.12548035, 8.1403041 , 8.15512784, ..., 14.49969145, 14.5145152 , 14.52933895], [ 8.09024445, 8.10512862, 8.12001279, ..., 14.49043884, 14.50532302, 14.52020719]], [[ 8.15211344, 8.16702327, 8.1819331 , ..., 14.56334087, 14.5782507 , 14.59316053], [ 8.12158012, 8.13654011, 8.1515001 , ..., 14.5543748 , 14.56933479, 14.58429478], [ 8.05362228, 8.06905896, 8.08449564, ..., 14.69139361, 14.70683029, 14.72226697], ..., [ 8.0485772 , 8.06358654, 8.07859589, ..., 14.50259473, 14.51760407, 14.53261342], [ 8.06011999, 8.07534839, 8.0905768 , ..., 14.60833364, 14.62356204, 14.63879045], [ 8.04701645, 8.06194813, 8.07687981, ..., 14.46764078, 14.48257247, 14.49750415]]]) - μ_Netherlands(chain, draw, μ_Netherlands_dim_0)float649.792 9.803 9.815 ... 14.84 14.85
array([[[ 9.79173473, 9.80346292, 9.81519111, ..., 14.83485707, 14.84658526, 14.85831346], [ 9.73872233, 9.7507362 , 9.76275007, ..., 14.90468752, 14.91670139, 14.92871526], [ 9.77518743, 9.78697989, 9.79877236, ..., 14.84594691, 14.85773937, 14.86953183], ..., [ 9.73404625, 9.74602812, 9.75801 , ..., 14.8862533 , 14.89823517, 14.91021705], [ 9.78503081, 9.79687292, 9.80871502, ..., 14.87713542, 14.88897752, 14.90081962], [ 9.7363322 , 9.74825662, 9.76018105, ..., 14.86383512, 14.87575955, 14.88768397]], [[ 9.72256347, 9.73451297, 9.74646247, ..., 14.8608493 , 14.8727988 , 14.8847483 ], [ 9.76398973, 9.77575927, 9.78752881, ..., 14.82489154, 14.83666108, 14.84843062], [ 9.76697194, 9.77888786, 9.79080378, ..., 14.89081814, 14.90273406, 14.91464998], ... [ 9.76584239, 9.77776078, 9.78967917, ..., 14.89075072, 14.90266911, 14.9145875 ], [ 9.77259738, 9.78436637, 9.79613536, ..., 14.83326278, 14.84503177, 14.85680076], [ 9.76780187, 9.77974439, 9.7916869 , ..., 14.9030832 , 14.91502571, 14.92696823]], [[ 9.79239453, 9.80402481, 9.81565509, ..., 14.79341576, 14.80504604, 14.81667633], [ 9.72371769, 9.73563871, 9.74755972, ..., 14.84975514, 14.86167616, 14.87359717], [ 9.76028413, 9.7721856 , 9.78408708, ..., 14.87791857, 14.88982004, 14.90172152], ..., [ 9.75796419, 9.76987264, 9.7817811 , ..., 14.87859958, 14.89050803, 14.90241648], [ 9.76933717, 9.78126348, 9.7931898 , ..., 14.8976531 , 14.90957942, 14.92150574], [ 9.75920507, 9.77099177, 9.78277847, ..., 14.82748663, 14.83927334, 14.85106004]]]) - μ_North Macedonia(chain, draw, μ_North Macedonia_dim_0)float647.06 7.074 7.087 ... 12.82 12.83
array([[[ 7.06009177, 7.07366342, 7.08723507, ..., 12.89590182, 12.90947348, 12.92304513], [ 7.10475522, 7.11803216, 7.1313091 , ..., 12.8138384 , 12.82711534, 12.84039227], [ 7.0210963 , 7.03470671, 7.04831712, ..., 12.87357335, 12.88718376, 12.90079417], ..., [ 7.12403282, 7.13712966, 7.15022651, ..., 12.75567635, 12.7687732 , 12.78187004], [ 7.00894424, 7.02261342, 7.03628259, ..., 12.88668907, 12.90035825, 12.91402742], [ 7.15348054, 7.16656217, 7.1796438 , ..., 12.77858049, 12.79166211, 12.80474374]], [[ 7.09815069, 7.11153578, 7.12492088, ..., 12.85374109, 12.86712618, 12.88051127], [ 7.07177178, 7.08525456, 7.09873735, ..., 12.86936891, 12.88285169, 12.89633448], [ 7.07335754, 7.08682972, 7.10030189, ..., 12.86639159, 12.87986376, 12.89333594], ... [ 7.01306989, 7.02680691, 7.04054392, ..., 12.91998749, 12.93372451, 12.94746153], [ 7.01259664, 7.02620291, 7.03980917, ..., 12.86329055, 12.87689681, 12.89050308], [ 7.08267612, 7.09613491, 7.1095937 , ..., 12.86995564, 12.88341443, 12.89687322]], [[ 7.18079319, 7.19390646, 7.20701974, ..., 12.81950014, 12.83261341, 12.84572668], [ 7.10204866, 7.11547811, 7.12890757, ..., 12.87671324, 12.89014269, 12.90357214], [ 7.08853932, 7.10188816, 7.115237 , ..., 12.82854094, 12.84188978, 12.85523862], ..., [ 7.07759201, 7.09095643, 7.10432085, ..., 12.82429306, 12.83765748, 12.8510219 ], [ 7.06602269, 7.07942524, 7.0928278 , ..., 12.82912102, 12.84252358, 12.85592613], [ 7.13574591, 7.14893785, 7.16212978, ..., 12.80827894, 12.82147088, 12.83466281]]]) - μ_Norway(chain, draw, μ_Norway_dim_0)float648.303 8.311 8.319 ... 11.86 11.87
array([[[ 8.30277474, 8.31097878, 8.31918282, ..., 11.83051096, 11.838715 , 11.84691904], [ 8.29806429, 8.30639026, 8.31471624, ..., 11.87823333, 11.88655931, 11.89488528], [ 8.2962082 , 8.3044647 , 8.31272121, ..., 11.846507 , 11.85476351, 11.86302002], ..., [ 8.32116299, 8.32938061, 8.33759824, ..., 11.85474194, 11.86295956, 11.87117719], [ 8.30937171, 8.31752048, 8.32566925, ..., 11.81334239, 11.82149116, 11.82963992], [ 8.2956172 , 8.30393747, 8.31225774, ..., 11.87333332, 11.88165359, 11.88997386]], [[ 8.29611789, 8.30438656, 8.31265522, ..., 11.85164553, 11.8599142 , 11.86818287], [ 8.31911546, 8.32727371, 8.33543196, ..., 11.82716255, 11.8353208 , 11.84347904], [ 8.29156368, 8.29988836, 8.30821304, ..., 11.87117422, 11.87949889, 11.88782357], ... [ 8.3005897 , 8.30879478, 8.31699985, ..., 11.82877303, 11.83697811, 11.84518318], [ 8.30963741, 8.3178944 , 8.3261514 , ..., 11.86014392, 11.86840092, 11.87665791], [ 8.29796765, 8.30618465, 8.31440165, ..., 11.83127636, 11.83949336, 11.84771035]], [[ 8.35001605, 8.35812793, 8.36623982, ..., 11.83812708, 11.84623896, 11.85435085], [ 8.29279337, 8.30114804, 8.3095027 , ..., 11.88529903, 11.8936537 , 11.90200836], [ 8.33293545, 8.34100818, 8.34908092, ..., 11.80421153, 11.81228427, 11.820357 ], ..., [ 8.29037625, 8.29874176, 8.30710727, ..., 11.88754686, 11.89591237, 11.90427788], [ 8.3465945 , 8.3546551 , 8.3627157 , ..., 11.81265347, 11.82071407, 11.82877467], [ 8.27637586, 8.28469239, 8.29300892, ..., 11.85248227, 11.86079879, 11.86911532]]]) - μ_Pakistan(chain, draw, μ_Pakistan_dim_0)float6410.41 10.42 10.43 ... 14.38 14.39
array([[[10.40725078, 10.41665031, 10.42604983, ..., 14.44904663, 14.45844616, 14.46784568], [10.15050267, 10.16043142, 10.17036016, ..., 14.41986237, 14.42979111, 14.43971985], [10.44449729, 10.45351791, 10.46253853, ..., 14.32336273, 14.33238335, 14.34140396], ..., [10.34525894, 10.35461825, 10.36397756, ..., 14.36976301, 14.37912232, 14.38848163], [10.25784362, 10.2674974 , 10.27715118, ..., 14.4089689 , 14.41862268, 14.42827646], [10.26254362, 10.27206838, 10.28159314, ..., 14.35819087, 14.36771564, 14.3772404 ]], [[10.29267176, 10.30218905, 10.31170634, ..., 14.38510684, 14.39462413, 14.40414142], [10.26860136, 10.27820845, 10.28781555, ..., 14.39965105, 14.40925814, 14.41886523], [10.33634508, 10.34577662, 10.35520816, ..., 14.39190848, 14.40134002, 14.41077156], ... [10.33995263, 10.34921167, 10.3584707 , ..., 14.32133595, 14.33059498, 14.33985401], [10.26602808, 10.27571037, 10.28539265, ..., 14.42941114, 14.43909342, 14.44877571], [10.32813516, 10.33747797, 10.34682079, ..., 14.3455458 , 14.35488861, 14.36423143]], [[10.28391163, 10.29346501, 10.30301839, ..., 14.39186637, 14.40141976, 14.41097314], [10.35581066, 10.36502926, 10.37424787, ..., 14.31980908, 14.32902768, 14.33824628], [10.22093481, 10.23068553, 10.24043626, ..., 14.41374573, 14.42349645, 14.43324718], ..., [10.36521218, 10.37457452, 10.38393685, ..., 14.39101734, 14.40037968, 14.40974202], [10.23012729, 10.24009288, 10.25005847, ..., 14.51532995, 14.52529554, 14.53526112], [10.38752611, 10.39678919, 10.40605227, ..., 14.37065092, 14.379914 , 14.38917708]]]) - μ_Panama(chain, draw, μ_Panama_dim_0)float648.959 8.97 8.981 ... 13.78 13.79
array([[[ 8.95868242, 8.96999007, 8.98129771, ..., 13.82096923, 13.83227687, 13.84358451], [ 8.75202341, 8.76382836, 8.77563331, ..., 13.82815257, 13.83995753, 13.85176248], [ 8.85618368, 8.8678331 , 8.87948251, ..., 13.86543206, 13.87708147, 13.88873089], ..., [ 8.89746137, 8.90887355, 8.92028574, ..., 13.80470163, 13.81611382, 13.827526 ], [ 8.85090917, 8.8624772 , 8.87404524, ..., 13.82516318, 13.83673121, 13.84829925], [ 8.86896132, 8.88055208, 8.89214285, ..., 13.85299051, 13.86458128, 13.87617204]], [[ 8.88553598, 8.89684219, 8.9081484 , ..., 13.74720677, 13.75851298, 13.76981919], [ 8.82566755, 8.83723818, 8.84880882, ..., 13.80104052, 13.81261116, 13.82418179], [ 8.80914453, 8.82091637, 8.8326882 , ..., 13.8710317 , 13.88280354, 13.89457537], ... [ 8.78265303, 8.79447284, 8.80629264, ..., 13.8651688 , 13.87698861, 13.88880841], [ 8.84382799, 8.85535273, 8.86687747, ..., 13.79946524, 13.81098998, 13.82251472], [ 8.87544691, 8.88703257, 8.89861823, ..., 13.85727959, 13.86886525, 13.8804509 ]], [[ 8.81663533, 8.82805187, 8.83946841, ..., 13.72574739, 13.73716393, 13.74858047], [ 8.80730733, 8.81879038, 8.83027342, ..., 13.74501495, 13.756498 , 13.76798104], [ 8.87573262, 8.88732519, 8.89891775, ..., 13.86053553, 13.87212809, 13.88372066], ..., [ 8.78665685, 8.79819143, 8.809726 , ..., 13.74652412, 13.7580587 , 13.76959327], [ 8.88451953, 8.89608448, 8.90764943, ..., 13.85744698, 13.86901193, 13.88057687], [ 8.83766732, 8.84914144, 8.86061555, ..., 13.77153599, 13.78301011, 13.79448422]]]) - μ_Peru(chain, draw, μ_Peru_dim_0)float6410.74 10.75 10.76 ... 15.36 15.37
array([[[10.73608688, 10.74678489, 10.7574829 , ..., 15.33623194, 15.34692995, 15.35762796], [10.69877378, 10.70952457, 10.72027536, ..., 15.32161378, 15.33236457, 15.34311536], [10.45702077, 10.4687263 , 10.48043183, ..., 15.49040005, 15.50210558, 15.51381112], ..., [10.61462187, 10.62552759, 10.6364333 , ..., 15.30407783, 15.31498354, 15.32588925], [10.6719617 , 10.68301798, 10.69407426, ..., 15.4261627 , 15.43721898, 15.44827526], [10.69548963, 10.70606789, 10.71664614, ..., 15.24413912, 15.25471737, 15.26529563]], [[10.66463419, 10.67525024, 10.68586629, ..., 15.2295368 , 15.24015286, 15.25076891], [10.575117 , 10.58611852, 10.59712004, ..., 15.3057704 , 15.31677192, 15.32777344], [10.7218163 , 10.73271603, 10.74361576, ..., 15.40870102, 15.41960075, 15.43050048], ... [10.63783596, 10.64888056, 10.65992515, ..., 15.38701234, 15.39805694, 15.40910154], [10.58668939, 10.59784342, 10.60899745, ..., 15.38292144, 15.39407546, 15.40522949], [10.61689418, 10.62791341, 10.63893264, ..., 15.35516229, 15.36618152, 15.37720074]], [[10.66649992, 10.67759989, 10.68869987, ..., 15.43948929, 15.45058927, 15.46168924], [10.68118413, 10.69209522, 10.70300631, ..., 15.37295445, 15.38386555, 15.39477664], [10.65449167, 10.66538292, 10.67627417, ..., 15.33772789, 15.34861914, 15.35951038], ..., [10.65520041, 10.6660041 , 10.67680779, ..., 15.30078744, 15.31159113, 15.32239482], [10.68053052, 10.69156959, 10.70260865, ..., 15.42732683, 15.4383659 , 15.44940496], [10.60624251, 10.61726446, 10.62828641, ..., 15.3456816 , 15.35670355, 15.3677255 ]]]) - μ_Philippines(chain, draw, μ_Philippines_dim_0)float649.197 9.21 9.223 ... 14.73 14.74
array([[[ 9.19707025, 9.20994355, 9.22281686, ..., 14.73259098, 14.74546428, 14.75833759], [ 9.12410768, 9.13758085, 9.15105402, ..., 14.91757046, 14.93104363, 14.9445168 ], [ 9.20890859, 9.22171367, 9.23451875, ..., 14.71509272, 14.7278978 , 14.74070288], ..., [ 9.20339621, 9.21645317, 9.22951013, ..., 14.81788808, 14.83094504, 14.84400199], [ 9.20664939, 9.21949373, 9.23233808, ..., 14.72971862, 14.74256296, 14.75540731], [ 9.21034906, 9.22339703, 9.236445 , ..., 14.82097678, 14.83402475, 14.84707272]], [[ 9.22608579, 9.23902099, 9.25195618, ..., 14.7882194 , 14.80115459, 14.81408979], [ 9.15723403, 9.17037716, 9.18352029, ..., 14.80878041, 14.82192354, 14.83506667], [ 9.32449363, 9.33681689, 9.34914014, ..., 14.62349228, 14.63581554, 14.64813879], ... [ 9.15132966, 9.16437878, 9.1774279 , ..., 14.76245009, 14.77549921, 14.78854833], [ 9.26222053, 9.27505824, 9.28789595, ..., 14.78243554, 14.79527325, 14.80811096], [ 9.18824712, 9.2012176 , 9.21418807, ..., 14.76555021, 14.77852068, 14.79149115]], [[ 9.27870956, 9.29126057, 9.30381159, ..., 14.6756457 , 14.68819672, 14.70074773], [ 9.14299599, 9.1560722 , 9.16914841, ..., 14.76576591, 14.77884212, 14.79191833], [ 9.24312228, 9.25601153, 9.26890079, ..., 14.78550191, 14.79839117, 14.81128042], ..., [ 9.22240867, 9.23533179, 9.24825491, ..., 14.77935074, 14.79227386, 14.80519698], [ 9.13808454, 9.15108804, 9.16409155, ..., 14.72959169, 14.74259519, 14.7555987 ], [ 9.19055472, 9.20340552, 9.21625633, ..., 14.71640015, 14.72925095, 14.74210176]]]) - μ_Poland(chain, draw, μ_Poland_dim_0)float648.648 8.665 8.682 ... 15.9 15.91
array([[[ 8.64831192, 8.66519886, 8.6820858 , ..., 15.90969693, 15.92658387, 15.94347081], [ 8.80537504, 8.82156129, 8.83774754, ..., 15.76546396, 15.78165021, 15.79783647], [ 8.66046878, 8.67722274, 8.6939767 , ..., 15.86467025, 15.8814242 , 15.89817816], ..., [ 8.62650433, 8.64345873, 8.66041313, ..., 15.91689548, 15.93384987, 15.95080427], [ 8.79719107, 8.8135133 , 8.82983553, ..., 15.81575088, 15.83207311, 15.84839534], [ 8.60423214, 8.62101295, 8.63779375, ..., 15.81997869, 15.8367595 , 15.8535403 ]], [[ 8.68044825, 8.69715978, 8.71387131, ..., 15.86640586, 15.88311739, 15.89982892], [ 8.70645132, 8.72289045, 8.73932959, ..., 15.77527782, 15.79171695, 15.80815608], [ 8.74998735, 8.76664386, 8.78330036, ..., 15.91228508, 15.92894159, 15.94559809], ... [ 8.75597344, 8.77240192, 8.78883041, ..., 15.82022147, 15.83664995, 15.85307844], [ 8.69236659, 8.70902835, 8.72569011, ..., 15.8569216 , 15.87358336, 15.89024511], [ 8.70430524, 8.72081645, 8.73732767, ..., 15.80412799, 15.8206392 , 15.83715042]], [[ 8.74451425, 8.76089618, 8.77727812, ..., 15.78874743, 15.80512937, 15.8215113 ], [ 8.61139067, 8.62829118, 8.64519169, ..., 15.87860995, 15.89551046, 15.91241097], [ 8.79949025, 8.81566214, 8.83183403, ..., 15.75340136, 15.76957324, 15.78574513], ..., [ 8.65769131, 8.67436611, 8.69104091, ..., 15.82785476, 15.84452956, 15.86120436], [ 8.74326407, 8.75977273, 8.77628139, ..., 15.84198771, 15.85849637, 15.87500503], [ 8.68458637, 8.70131882, 8.71805127, ..., 15.87953964, 15.89627209, 15.91300454]]]) - μ_Portugal(chain, draw, μ_Portugal_dim_0)float649.37 9.382 9.393 ... 14.29 14.31
array([[[ 9.370239 , 9.38185522, 9.39347144, ..., 14.3652141 , 14.37683032, 14.38844655], [ 9.43501366, 9.44631747, 9.45762128, ..., 14.29565183, 14.30695564, 14.31825945], [ 9.4372017 , 9.44851512, 9.45982853, ..., 14.30196872, 14.31328213, 14.32459554], ..., [ 9.39009591, 9.40157242, 9.41304893, ..., 14.32499483, 14.33647134, 14.34794785], [ 9.43767398, 9.44891922, 9.46016446, ..., 14.27312742, 14.28437266, 14.2956179 ], [ 9.40187695, 9.4133729 , 9.42486885, ..., 14.34513621, 14.35663217, 14.36812812]], [[ 9.42541683, 9.43664527, 9.44787371, ..., 14.25364652, 14.26487496, 14.2761034 ], [ 9.38771224, 9.39933279, 9.41095335, ..., 14.38455031, 14.39617087, 14.40779142], [ 9.42060072, 9.43185785, 9.44311498, ..., 14.26116598, 14.27242311, 14.28368023], ... [ 9.48082788, 9.49198816, 9.50314844, ..., 14.27974806, 14.29090834, 14.30206862], [ 9.44897072, 9.46019057, 9.47141042, ..., 14.27350728, 14.28472713, 14.29594699], [ 9.4378039 , 9.44909517, 9.46038645, ..., 14.29305204, 14.30434332, 14.31563459]], [[ 9.37473026, 9.38620328, 9.39767631, ..., 14.3081319 , 14.31960493, 14.33107796], [ 9.39618044, 9.40756561, 9.41895077, ..., 14.29180193, 14.30318709, 14.31457226], [ 9.44385062, 9.4551449 , 9.46643918, ..., 14.30039078, 14.31168506, 14.32297934], ..., [ 9.42277544, 9.43417264, 9.44556984, ..., 14.32356937, 14.33496657, 14.34636376], [ 9.40773847, 9.41921954, 9.43070062, ..., 14.34460189, 14.35608296, 14.36756404], [ 9.41951705, 9.4308284 , 9.44213975, ..., 14.28339708, 14.29470843, 14.30601978]]]) - μ_Qatar(chain, draw, μ_Qatar_dim_0)float649.742 9.75 9.758 ... 12.95 12.95
array([[[ 9.7423575 , 9.7501407 , 9.7579239 , ..., 13.0891336 , 13.0969168 , 13.1047 ], [ 9.83970052, 9.8463746 , 9.85304867, ..., 12.70955245, 12.71622652, 12.7229006 ], [ 9.75900756, 9.76672133, 9.7744351 , ..., 13.07593005, 13.08364383, 13.0913576 ], ..., [ 9.83741957, 9.84454256, 9.85166555, ..., 12.90030438, 12.90742736, 12.91455035], [ 9.79507081, 9.80232611, 9.80958141, ..., 12.91484949, 12.92210479, 12.92936009], [ 9.77408606, 9.78118522, 9.78828439, ..., 12.82672512, 12.83382429, 12.84092345]], [[ 9.73506137, 9.74250045, 9.74993953, ..., 12.93386602, 12.9413051 , 12.94874418], [ 9.83358526, 9.84075606, 9.84792687, ..., 12.9170327 , 12.9242035 , 12.93137431], [ 9.79657554, 9.80368529, 9.81079503, ..., 12.85376582, 12.86087557, 12.86798531], ... [ 9.91950691, 9.92649154, 9.93347618, ..., 12.92289919, 12.92988382, 12.93686845], [ 9.82348915, 9.83037454, 9.83725993, ..., 12.78420556, 12.79109095, 12.79797634], [ 9.88569516, 9.89285653, 9.90001791, ..., 12.96508562, 12.97224699, 12.97940836]], [[ 9.85046861, 9.85749461, 9.86452062, ..., 12.87165146, 12.87867747, 12.88570347], [ 9.94188476, 9.94846446, 9.95504415, ..., 12.77115411, 12.77773381, 12.78431351], [ 9.65145412, 9.65933946, 9.6672248 , ..., 13.04215059, 13.05003593, 13.05792127], ..., [ 9.79867736, 9.80599572, 9.81331408, ..., 12.94557333, 12.95289169, 12.96021006], [ 9.80540632, 9.81256647, 9.81972663, ..., 12.8842746 , 12.89143476, 12.89859492], [ 9.78242113, 9.7897608 , 9.79710048, ..., 12.9384811 , 12.94582077, 12.95316045]]]) - μ_Romania(chain, draw, μ_Romania_dim_0)float648.932 8.946 8.96 ... 14.84 14.85
array([[[ 8.9320822 , 8.94587149, 8.95966078, ..., 14.86147631, 14.8752656 , 14.88905489], [ 8.90903438, 8.92287778, 8.93672118, ..., 14.86169718, 14.87554058, 14.88938398], [ 8.97691266, 8.99045719, 9.00400172, ..., 14.80105945, 14.81460398, 14.82814851], ..., [ 8.94261408, 8.95630558, 8.96999707, ..., 14.82995884, 14.84365034, 14.85734184], [ 8.90584688, 8.91970043, 8.93355398, ..., 14.86287375, 14.8767273 , 14.89058085], [ 8.92801896, 8.9418434 , 8.95566784, ..., 14.87252906, 14.8863535 , 14.90017794]], [[ 8.90214155, 8.91593146, 8.92972136, ..., 14.83180129, 14.8455912 , 14.8593811 ], [ 8.90559098, 8.91937525, 8.93315952, ..., 14.83282662, 14.84661089, 14.86039516], [ 8.92135758, 8.93517834, 8.9489991 , ..., 14.86428349, 14.87810425, 14.891925 ], ... [ 8.96432424, 8.97796309, 8.99160194, ..., 14.82903082, 14.84266967, 14.85630853], [ 8.97252926, 8.98627692, 9.00002458, ..., 14.88402278, 14.89777044, 14.9115181 ], [ 8.84366239, 8.85762466, 8.87158694, ..., 14.84744072, 14.86140299, 14.87536527]], [[ 8.9121934 , 8.92610227, 8.94001113, ..., 14.89300494, 14.9069138 , 14.92082267], [ 8.96341109, 8.97712656, 8.99084204, ..., 14.86106469, 14.87478017, 14.88849564], [ 8.87584099, 8.88964986, 8.90345873, ..., 14.81365431, 14.82746318, 14.84127205], ..., [ 8.93599088, 8.94972493, 8.96345899, ..., 14.84163522, 14.85536928, 14.86910333], [ 8.90232549, 8.916253 , 8.93018051, ..., 14.89115647, 14.90508398, 14.9190115 ], [ 8.93603505, 8.94972523, 8.9634154 , ..., 14.82281106, 14.83650124, 14.85019141]]]) - μ_Russia(chain, draw, μ_Russia_dim_0)float6411.34 11.35 11.36 ... 16.48 16.5
array([[[11.33697938, 11.34891634, 11.3608533 , ..., 16.46987126, 16.48180822, 16.49374518], [11.32712186, 11.33874491, 11.35036797, ..., 16.32503524, 16.3366583 , 16.34828135], [11.41812551, 11.42977422, 11.44142293, ..., 16.42707076, 16.43871947, 16.45036818], ..., [11.37998966, 11.39153386, 11.40307807, ..., 16.34399811, 16.35554232, 16.36708652], [11.28480253, 11.29652103, 11.30823954, ..., 16.32375828, 16.33547679, 16.34719529], [11.39418998, 11.40603364, 11.41787731, ..., 16.4869661 , 16.49880977, 16.51065344]], [[11.22208948, 11.2338922 , 11.24569492, ..., 16.29725801, 16.30906073, 16.32086345], [11.35786942, 11.36930554, 11.38074165, ..., 16.27539733, 16.28683344, 16.29826956], [11.27303592, 11.28531224, 11.29758857, ..., 16.55185542, 16.56413175, 16.57640807], ... [11.50215297, 11.51340913, 11.5246653 , ..., 16.34230478, 16.35356095, 16.36481712], [11.34543122, 11.35691595, 11.36840068, ..., 16.28386507, 16.2953498 , 16.30683453], [11.34308515, 11.35502713, 11.3669691 , ..., 16.47813416, 16.49007613, 16.50201811]], [[11.5539782 , 11.56508382, 11.57618944, ..., 16.32939459, 16.34050021, 16.35160583], [11.36285076, 11.37473575, 11.38662075, ..., 16.4733991 , 16.4852841 , 16.4971691 ], [11.19696846, 11.20934565, 11.22172283, ..., 16.5191584 , 16.53153559, 16.54391277], ..., [11.42554743, 11.43709207, 11.44863671, ..., 16.38974189, 16.40128653, 16.41283117], [11.24375399, 11.25574698, 11.26773996, ..., 16.40073822, 16.4127312 , 16.42472419], [11.30757734, 11.31958878, 11.33160021, ..., 16.47249512, 16.48450655, 16.49651799]]]) - μ_Saudi Arabia(chain, draw, μ_Saudi Arabia_dim_0)float6410.6 10.61 10.62 ... 13.88 13.89
array([[[10.60357678, 10.6109581 , 10.61833942, ..., 13.77754461, 13.78492593, 13.79230725], [10.36446847, 10.37256855, 10.38066863, ..., 13.84750308, 13.85560316, 13.86370324], [10.53225759, 10.53997575, 10.54769392, ..., 13.85106906, 13.85878723, 13.86650539], ..., [10.47033762, 10.47777338, 10.48520914, ..., 13.66771237, 13.67514812, 13.68258388], [10.49131954, 10.4990667 , 10.50681385, ..., 13.82259453, 13.83034168, 13.83808883], [10.4633247 , 10.47152512, 10.47972555, ..., 13.98950909, 13.99770952, 14.00590995]], [[10.47214658, 10.47991627, 10.48768596, ..., 13.81311429, 13.82088398, 13.82865368], [10.40950962, 10.41750839, 10.42550716, ..., 13.84898001, 13.85697878, 13.86497755], [10.40260754, 10.41061893, 10.41863031, ..., 13.84750385, 13.85551524, 13.86352662], ... [10.55328266, 10.5605498 , 10.56781694, ..., 13.67815351, 13.68542065, 13.6926878 ], [10.5491995 , 10.55665799, 10.56411648, ..., 13.75635 , 13.76380849, 13.77126698], [10.54840282, 10.55595133, 10.56349984, ..., 13.79426319, 13.8018117 , 13.80936021]], [[10.34791178, 10.35612115, 10.36433052, ..., 13.87794247, 13.88615184, 13.89436121], [10.42016121, 10.42810813, 10.43605506, ..., 13.83733923, 13.84528615, 13.85323308], [10.55369944, 10.56113398, 10.56856852, ..., 13.75055143, 13.75798597, 13.76542051], ..., [10.52783486, 10.53554351, 10.54325216, ..., 13.84255316, 13.85026181, 13.85797045], [10.41986684, 10.42773608, 10.43560533, ..., 13.80364216, 13.81151141, 13.81938065], [10.48190281, 10.48978494, 10.49766706, ..., 13.87121494, 13.87909706, 13.88697918]]]) - μ_Serbia(chain, draw, μ_Serbia_dim_0)float648.119 8.133 8.147 ... 14.23 14.25
array([[[ 8.11927094, 8.13324703, 8.14722313, ..., 14.12899074, 14.14296683, 14.15694293], [ 8.12409129, 8.1382088 , 8.1523263 , ..., 14.19461836, 14.20873586, 14.22285337], [ 8.07124124, 8.08539982, 8.0995584 , ..., 14.15943203, 14.17359061, 14.1877492 ], ..., [ 8.1642568 , 8.17819729, 8.19213777, ..., 14.15866566, 14.17260614, 14.18654663], [ 8.01786958, 8.03226841, 8.04666725, ..., 14.20936891, 14.22376774, 14.23816658], [ 8.15297344, 8.16699779, 8.18102215, ..., 14.18344599, 14.19747035, 14.2114947 ]], [[ 8.06064194, 8.0750622 , 8.08948245, ..., 14.26135238, 14.27577264, 14.2901929 ], [ 8.19832015, 8.21206476, 8.22580938, ..., 14.10850508, 14.1222497 , 14.13599432], [ 8.0010828 , 8.0156183 , 8.03015381, ..., 14.25134892, 14.26588443, 14.28041993], ... [ 7.99721446, 8.0117259 , 8.02623735, ..., 14.23713477, 14.25164621, 14.26615766], [ 8.02357261, 8.03803329, 8.05249397, ..., 14.24166698, 14.25612767, 14.27058835], [ 8.07776702, 8.0919818 , 8.10619659, ..., 14.19012524, 14.20434003, 14.21855482]], [[ 8.08951614, 8.10364678, 8.11777741, ..., 14.16568819, 14.17981883, 14.19394946], [ 8.08757164, 8.10172201, 8.11587239, ..., 14.17223274, 14.18638311, 14.20053349], [ 8.06674161, 8.0809347 , 8.0951278 , ..., 14.1697726 , 14.18396569, 14.19815879], ..., [ 8.03756294, 8.05197186, 8.06638077, ..., 14.23339628, 14.24780519, 14.26221411], [ 8.14320484, 8.15713107, 8.1710573 , ..., 14.13148327, 14.1454095 , 14.15933573], [ 8.1046082 , 8.11882685, 8.13304549, ..., 14.21862469, 14.23284334, 14.24706198]]]) - μ_Singapore(chain, draw, μ_Singapore_dim_0)float649.637 9.641 9.646 ... 11.63 11.63
array([[[ 9.63677608, 9.64130885, 9.64584162, ..., 11.5858677 , 11.59040048, 11.59493325], [ 9.52228281, 9.52723577, 9.53218872, ..., 11.65205211, 11.65700506, 11.66195801], [ 9.70773887, 9.71199473, 9.71625059, ..., 11.53775763, 11.54201349, 11.54626935], ..., [ 9.56463364, 9.56955546, 9.57447727, ..., 11.68101465, 11.68593647, 11.69085828], [ 9.60716628, 9.61137489, 9.61558349, ..., 11.41686494, 11.42107354, 11.42528215], [ 9.55068847, 9.55574582, 9.56080317, ..., 11.7253497 , 11.73040705, 11.7354644 ]], [[ 9.55686223, 9.56160501, 9.56634779, ..., 11.59625697, 11.60099975, 11.60574252], [ 9.59807137, 9.6026221 , 9.60717283, ..., 11.55488493, 11.55943566, 11.56398639], [ 9.6151871 , 9.61984691, 9.62450671, ..., 11.61890324, 11.62356304, 11.62822285], ... [ 9.69068914, 9.69524541, 9.69980168, ..., 11.64988612, 11.65444239, 11.65899867], [ 9.5520143 , 9.5566056 , 9.5611969 , ..., 11.52627327, 11.53086457, 11.53545587], [ 9.62993667, 9.63471073, 9.63948479, ..., 11.68278258, 11.68755665, 11.69233071]], [[ 9.51589634, 9.52070993, 9.52552352, ..., 11.5857399 , 11.59055349, 11.59536708], [ 9.48807171, 9.49300787, 9.49794403, ..., 11.61062179, 11.61555795, 11.62049412], [ 9.77683517, 9.78093996, 9.78504474, ..., 11.54189209, 11.54599688, 11.55010166], ..., [ 9.57531182, 9.58016656, 9.58502129, ..., 11.66284955, 11.66770429, 11.67255903], [ 9.57734558, 9.5819064 , 9.58646723, ..., 11.53850056, 11.54306139, 11.54762221], [ 9.65424441, 9.65881906, 9.6633937 , ..., 11.62134337, 11.62591802, 11.63049266]]]) - μ_Slovakia(chain, draw, μ_Slovakia_dim_0)float646.086 6.104 6.122 ... 14.04 14.06
array([[[ 6.08563738, 6.10402096, 6.12240454, ..., 13.99057764, 14.00896123, 14.02734481], [ 6.02652428, 6.04513219, 6.06374011, ..., 14.0279286 , 14.04653652, 14.06514443], [ 5.98036102, 5.99916605, 6.01797108, ..., 14.06652297, 14.085328 , 14.10413303], ..., [ 5.99178251, 6.01061735, 6.02945219, ..., 14.09076343, 14.10959827, 14.12843311], [ 6.07556902, 6.09391295, 6.11225688, ..., 13.96345867, 13.9818026 , 14.00014653], [ 5.95692958, 5.97581846, 5.99470733, ..., 14.07914371, 14.09803258, 14.11692145]], [[ 6.02548059, 6.04404841, 6.06261623, ..., 14.00964323, 14.02821105, 14.04677887], [ 6.00511497, 6.02365449, 6.04219401, ..., 13.97711041, 13.99564994, 14.01418946], [ 6.06885089, 6.08750951, 6.10616812, ..., 14.09205362, 14.11071223, 14.12937084], ... [ 6.03055363, 6.04896239, 6.06737114, ..., 13.94631929, 13.96472805, 13.98313681], [ 6.14992201, 6.16839894, 6.18687588, ..., 14.09500528, 14.11348222, 14.13195916], [ 6.0490321 , 6.06717002, 6.08530794, ..., 13.84833688, 13.8664748 , 13.88461271]], [[ 5.98624257, 6.00515333, 6.02406409, ..., 14.11786954, 14.1367803 , 14.15569106], [ 6.01284037, 6.03153446, 6.05022856, ..., 14.0513002 , 14.06999429, 14.08868838], [ 6.01121505, 6.02986156, 6.04850807, ..., 14.02921383, 14.04786034, 14.06650685], ..., [ 5.96659667, 5.98519306, 6.00378945, ..., 13.96304412, 13.98164051, 14.0002369 ], [ 6.0149302 , 6.033367 , 6.05180379, ..., 13.94275082, 13.96118761, 13.9796244 ], [ 6.03038884, 6.04897819, 6.06756754, ..., 14.02380828, 14.04239763, 14.06098698]]]) - μ_Slovenia(chain, draw, μ_Slovenia_dim_0)float646.247 6.263 6.28 ... 13.35 13.37
array([[[ 6.24698757, 6.26345696, 6.27992636, ..., 13.32882744, 13.34529683, 13.36176623], [ 6.07527293, 6.09214206, 6.1090112 , ..., 13.32900076, 13.3458699 , 13.36273903], [ 6.22915022, 6.24590728, 6.26266433, ..., 13.43468302, 13.45144008, 13.46819713], ..., [ 6.17287487, 6.18966053, 6.2064462 , ..., 13.3907105 , 13.40749616, 13.42428183], [ 6.14540009, 6.16213016, 6.17886023, ..., 13.33933025, 13.35606032, 13.37279039], [ 6.1590533 , 6.17574107, 6.19242883, ..., 13.33479182, 13.35147958, 13.36816735]], [[ 6.12529201, 6.14211283, 6.15893366, ..., 13.358247 , 13.37506783, 13.39188865], [ 6.21402997, 6.23053916, 6.24704834, ..., 13.31297937, 13.32948855, 13.34599773], [ 6.0786842 , 6.09577372, 6.11286323, ..., 13.42717599, 13.4442655 , 13.46135502], ... [ 6.15950231, 6.17616869, 6.19283508, ..., 13.32604768, 13.34271407, 13.35938045], [ 6.21358633, 6.2302013 , 6.24681626, ..., 13.35801996, 13.37463493, 13.39124989], [ 6.20009336, 6.21671558, 6.2333378 , ..., 13.34764688, 13.3642691 , 13.38089132]], [[ 6.16080228, 6.17751386, 6.19422544, ..., 13.34678 , 13.36349157, 13.38020315], [ 6.13554516, 6.15235438, 6.16916361, ..., 13.363513 , 13.38032222, 13.39713145], [ 6.15187088, 6.16872008, 6.18556928, ..., 13.39702663, 13.41387583, 13.43072503], ..., [ 6.17146961, 6.18808126, 6.20469291, ..., 13.31448097, 13.33109262, 13.34770428], [ 6.15974656, 6.17652213, 6.19329769, ..., 13.37323895, 13.39001451, 13.40679007], [ 6.15417325, 6.17087965, 6.18758605, ..., 13.33792533, 13.35463173, 13.37133813]]]) - μ_South Africa(chain, draw, μ_South Africa_dim_0)float649.721 9.735 9.749 ... 15.68 15.69
array([[[ 9.72143252, 9.73502523, 9.74861795, ..., 15.56629998, 15.5798927 , 15.59348541], [ 9.80182258, 9.81556569, 9.8293088 , ..., 15.7113593 , 15.72510241, 15.73884552], [ 9.63445209, 9.64847333, 9.66249458, ..., 15.66358769, 15.67760893, 15.69163018], ..., [ 9.81484675, 9.82825626, 9.84166577, ..., 15.58093576, 15.59434527, 15.60775478], [ 9.6403196 , 9.65455272, 9.66878584, ..., 15.76056228, 15.7747954 , 15.78902852], [ 9.76688083, 9.78039225, 9.79390368, ..., 15.57679263, 15.59030405, 15.60381547]], [[ 9.58463562, 9.59869109, 9.61274655, ..., 15.62848524, 15.6425407 , 15.65659617], [ 9.73970587, 9.75315076, 9.76659565, ..., 15.52100989, 15.53445478, 15.54789968], [ 9.67084059, 9.68495112, 9.69906165, ..., 15.73836945, 15.75247999, 15.76659052], ... [ 9.82804596, 9.84154666, 9.85504737, ..., 15.63334941, 15.64685011, 15.66035082], [ 9.7498585 , 9.76337663, 9.77689476, ..., 15.56265369, 15.57617182, 15.58968994], [ 9.73969601, 9.7536266 , 9.76755719, ..., 15.72984978, 15.74378037, 15.75771096]], [[ 9.79922085, 9.81289737, 9.82657389, ..., 15.6801239 , 15.69380041, 15.70747693], [ 9.77343981, 9.78722124, 9.80100267, ..., 15.69945372, 15.71323515, 15.72701658], [ 9.68889375, 9.70266617, 9.71643859, ..., 15.61103462, 15.62480704, 15.63857947], ..., [ 9.75106393, 9.76458174, 9.77809955, ..., 15.56372034, 15.57723815, 15.59075595], [ 9.62248869, 9.63639417, 9.65029965, ..., 15.60184504, 15.61575052, 15.629656 ], [ 9.85978892, 9.87329153, 9.88679415, ..., 15.66591438, 15.679417 , 15.69291962]]]) - μ_Spain(chain, draw, μ_Spain_dim_0)float6411.74 11.75 11.75 ... 15.66 15.67
array([[[11.73679527, 11.74580475, 11.75481423, ..., 15.61087175, 15.61988123, 15.62889071], [11.68552946, 11.69481865, 11.70410785, ..., 15.67988232, 15.68917151, 15.6984607 ], [11.71788446, 11.72700738, 11.73613029, ..., 15.64073785, 15.64986076, 15.65898368], ..., [11.70845023, 11.71747948, 11.72650872, ..., 15.59102548, 15.60005472, 15.60908397], [11.68430057, 11.69342503, 11.7025495 , ..., 15.60782065, 15.61694511, 15.62606958], [11.6997269 , 11.70892821, 11.71812952, ..., 15.65629023, 15.66549154, 15.67469285]], [[11.67650537, 11.68565109, 11.69479681, ..., 15.60916456, 15.61831028, 15.62745599], [11.7181546 , 11.7270863 , 11.73601801, ..., 15.55878728, 15.56771898, 15.57665068], [11.73855672, 11.74770157, 11.75684642, ..., 15.67084206, 15.67998691, 15.68913176], ... [11.69414608, 11.70326307, 11.71238007, ..., 15.61445312, 15.62357012, 15.63268711], [11.71311345, 11.72222188, 11.73133031, ..., 15.62973896, 15.63884739, 15.64795583], [11.71994097, 11.72898319, 11.73802542, ..., 15.60809699, 15.61713921, 15.62618143]], [[11.68647765, 11.69565076, 11.70482386, ..., 15.63091269, 15.6400858 , 15.6492589 ], [11.75808999, 11.76702598, 11.77596197, ..., 15.60056496, 15.60950094, 15.61843693], [11.66956465, 11.67881649, 11.68806834, ..., 15.64785631, 15.65710815, 15.66635999], ..., [11.71063428, 11.71979806, 11.72896183, ..., 15.65105794, 15.66022172, 15.6693855 ], [11.72277085, 11.73187015, 11.74096945, ..., 15.63546929, 15.64456859, 15.65366789], [11.71006807, 11.71924112, 11.72841416, ..., 15.65447913, 15.66365218, 15.67282523]]]) - μ_Sweden(chain, draw, μ_Sweden_dim_0)float649.514 9.526 9.537 ... 14.33 14.34
array([[[ 9.51449498, 9.52574059, 9.5369862 , ..., 14.35010701, 14.36135262, 14.37259823], [ 9.59936639, 9.61023859, 9.6211108 , ..., 14.27441348, 14.28528568, 14.29615789], [ 9.47913066, 9.49046539, 9.50180012, ..., 14.35306428, 14.36439901, 14.37573374], ..., [ 9.512969 , 9.52421705, 9.53546509, ..., 14.34962827, 14.36087631, 14.37212436], [ 9.56686808, 9.57787235, 9.58887663, ..., 14.29870747, 14.30971174, 14.32071602], [ 9.49425449, 9.50561728, 9.51698007, ..., 14.3802532 , 14.39161598, 14.40297877]], [[ 9.50386175, 9.51519428, 9.52652681, ..., 14.37685113, 14.38818366, 14.3995162 ], [ 9.55728372, 9.568357 , 9.57943029, ..., 14.31879635, 14.32986963, 14.34094292], [ 9.52582512, 9.53691543, 9.54800574, ..., 14.29465885, 14.30574916, 14.31683947], ... [ 9.54920503, 9.56030944, 9.57141386, ..., 14.32410394, 14.33520836, 14.34631278], [ 9.50992799, 9.52112682, 9.53232565, ..., 14.32542536, 14.33662419, 14.34782302], [ 9.47443608, 9.48581541, 9.49719475, ..., 14.36755026, 14.3789296 , 14.39030893]], [[ 9.49446034, 9.50573322, 9.5170061 , ..., 14.34179787, 14.35307075, 14.36434363], [ 9.56673635, 9.57775693, 9.58877751, ..., 14.30558542, 14.316606 , 14.32762658], [ 9.49030511, 9.50157115, 9.5128372 , ..., 14.33470627, 14.34597232, 14.35723837], ..., [ 9.52803569, 9.53929982, 9.55056396, ..., 14.37161493, 14.38287907, 14.3941432 ], [ 9.56184351, 9.57289811, 9.5839527 , ..., 14.31532102, 14.32637562, 14.33743022], [ 9.50346362, 9.51466148, 9.52585934, ..., 14.31854292, 14.32974078, 14.34093864]]]) - μ_Switzerland(chain, draw, μ_Switzerland_dim_0)float649.485 9.496 9.506 ... 13.98 13.99
array([[[ 9.48511062, 9.49551148, 9.50591234, ..., 13.95748032, 13.96788118, 13.97828204], [ 9.56133387, 9.57161895, 9.58190402, ..., 13.98391678, 13.99420185, 14.00448693], [ 9.48416367, 9.49458801, 9.50501236, ..., 13.96663295, 13.9770573 , 13.98748165], ..., [ 9.46257046, 9.47306281, 9.48355516, ..., 13.97428116, 13.98477351, 13.99526586], [ 9.59639884, 9.60655252, 9.6167062 , ..., 13.9624806 , 13.97263427, 13.98278795], [ 9.46550867, 9.47608724, 9.48666582, ..., 14.01429683, 14.02487541, 14.03545399]], [[ 9.48475242, 9.49524354, 9.50573467, ..., 13.99593647, 14.0064276 , 14.01691872], [ 9.56621515, 9.57635752, 9.58649989, ..., 13.92743347, 13.93757584, 13.94771821], [ 9.47329745, 9.48380989, 9.49432233, ..., 13.99364611, 14.00415855, 14.01467099], ... [ 9.58560557, 9.59555473, 9.60550389, ..., 13.86374381, 13.87369297, 13.88364213], [ 9.59873442, 9.60899325, 9.61925208, ..., 14.01003185, 14.02029068, 14.03054951], [ 9.54449776, 9.55464376, 9.56478976, ..., 13.90727718, 13.91742318, 13.92756918]], [[ 9.49503255, 9.50538597, 9.51573938, ..., 13.94700098, 13.95735439, 13.96770781], [ 9.55042444, 9.56056289, 9.57070134, ..., 13.90995691, 13.92009535, 13.9302338 ], [ 9.56370495, 9.57403355, 9.58436216, ..., 14.00500355, 14.01533216, 14.02566076], ..., [ 9.49499055, 9.50537233, 9.5157541 , ..., 13.95915354, 13.96953532, 13.97991709], [ 9.5858069 , 9.59601917, 9.60623145, ..., 13.97708522, 13.98729749, 13.99750977], [ 9.47588915, 9.48633205, 9.49677496, ..., 13.96633812, 13.97678102, 13.98722393]]]) - μ_Thailand(chain, draw, μ_Thailand_dim_0)float647.047 7.056 7.064 ... 10.76 10.77
array([[[ 7.04738536, 7.05583391, 7.06428246, ..., 10.68026154, 10.68871008, 10.69715863], [ 7.15019088, 7.15829598, 7.16640109, ..., 10.63538535, 10.64349046, 10.65159556], [ 6.94176933, 6.95050679, 6.95924426, ..., 10.69887899, 10.70761645, 10.71635392], ..., [ 6.98802972, 6.99688716, 7.00574461, ..., 10.79673253, 10.80558998, 10.81444743], [ 7.08818593, 7.09634042, 7.10449492, ..., 10.59461748, 10.60277197, 10.61092646], [ 7.05245668, 7.06104759, 7.0696385 , ..., 10.74654762, 10.75513853, 10.76372944]], [[ 7.02057376, 7.02919138, 7.037809 , ..., 10.7261506 , 10.73476822, 10.74338584], [ 7.1416374 , 7.14973344, 7.15782948, ..., 10.62293434, 10.63103038, 10.63912642], [ 7.01265889, 7.02129693, 7.02993498, ..., 10.72701855, 10.73565659, 10.74429464], ... [ 7.02957513, 7.03808484, 7.04659454, ..., 10.68874792, 10.69725763, 10.70576733], [ 7.04148157, 7.0500258 , 7.05857002, ..., 10.71549781, 10.72404203, 10.73258625], [ 7.06041523, 7.06873449, 7.07705374, ..., 10.63769548, 10.64601474, 10.654334 ]], [[ 7.03920598, 7.04766462, 7.05612325, ..., 10.67641915, 10.68487778, 10.69333642], [ 7.04031119, 7.04873627, 7.05716135, ..., 10.66309576, 10.67152084, 10.67994592], [ 7.02984404, 7.03812493, 7.04640583, ..., 10.59062858, 10.59890947, 10.60719037], ..., [ 7.04848362, 7.05706046, 7.06563731, ..., 10.73652595, 10.7451028 , 10.75367964], [ 7.04846089, 7.05678225, 7.0651036 , ..., 10.6266429 , 10.63496425, 10.6432856 ], [ 7.04694883, 7.05555746, 7.0641661 , ..., 10.74866202, 10.75727066, 10.76587929]]]) - μ_Turkey(chain, draw, μ_Turkey_dim_0)float6410.75 10.76 10.78 ... 15.77 15.78
array([[[10.75290949, 10.76454848, 10.77618747, ..., 15.75767463, 15.76931362, 15.78095261], [10.6958245 , 10.70768701, 10.71954951, ..., 15.79670216, 15.80856467, 15.82042717], [10.76582578, 10.77744879, 10.7890718 , ..., 15.76371917, 15.77534218, 15.78696519], ..., [10.64034406, 10.65238253, 10.66442099, ..., 15.81688463, 15.8289231 , 15.84096156], [10.77108042, 10.78270295, 10.79432549, ..., 15.76876973, 15.78039226, 15.79201479], [10.65440035, 10.66638615, 10.67837195, ..., 15.80829522, 15.82028103, 15.83226683]], [[10.80374812, 10.81524382, 10.82673951, ..., 15.74689698, 15.75839267, 15.76988837], [10.63585589, 10.64798584, 10.66011579, ..., 15.85173427, 15.86386422, 15.87599417], [10.73873049, 10.75041599, 10.76210149, ..., 15.76349556, 15.77518106, 15.78686656], ... [10.68558944, 10.69753958, 10.70948971, ..., 15.8241478 , 15.83609793, 15.84804807], [10.73973985, 10.75141656, 10.76309326, ..., 15.76072335, 15.77240006, 15.78407676], [10.74735081, 10.75901983, 10.77068885, ..., 15.76502964, 15.77669866, 15.78836768]], [[10.72927937, 10.74107533, 10.75287129, ..., 15.80154119, 15.81333715, 15.8251331 ], [10.6105098 , 10.62272667, 10.63494353, ..., 15.86376247, 15.87597934, 15.88819621], [10.81236761, 10.82379212, 10.83521662, ..., 15.72490491, 15.73632941, 15.74775392], ..., [10.71641529, 10.72835495, 10.74029461, ..., 15.85046831, 15.86240797, 15.87434763], [10.74233594, 10.7541163 , 10.76589666, ..., 15.80789114, 15.8196715 , 15.83145186], [10.65226042, 10.66412871, 10.67599701, ..., 15.75562762, 15.76749591, 15.77936421]]]) - μ_US(chain, draw, μ_US_dim_0)float6413.6 13.61 13.62 ... 18.03 18.04
array([[[13.59524374, 13.60548068, 13.61571762, ..., 17.99712795, 18.00736489, 18.01760183], [13.57528656, 13.58572668, 13.5961668 , ..., 18.06453782, 18.07497794, 18.08541806], [13.58233981, 13.59273535, 13.6031309 , ..., 18.05242356, 18.06281911, 18.07321465], ..., [13.55724484, 13.56770225, 13.57815967, ..., 18.05393328, 18.06439069, 18.07484811], [13.57867227, 13.58908091, 13.59948956, ..., 18.05438953, 18.06479818, 18.07520682], [13.57386356, 13.58426106, 13.59465856, ..., 18.0447873 , 18.0551848 , 18.0655823 ]], [[13.58195333, 13.5921812 , 13.60240906, ..., 17.97993647, 17.99016434, 18.00039221], [13.55491659, 13.5653633 , 13.57581002, ..., 18.04700353, 18.05745025, 18.06789696], [13.65294317, 13.66319966, 13.67345615, ..., 18.06323377, 18.07349026, 18.08374675], ... [13.56787002, 13.57840631, 13.58894261, ..., 18.09847873, 18.10901503, 18.11955133], [13.56184803, 13.5723165 , 13.58278496, ..., 18.0632882 , 18.07375666, 18.08422513], [13.58037139, 13.59080422, 13.60123705, ..., 18.06648873, 18.07692156, 18.08735439]], [[13.58061711, 13.59091323, 13.60120935, ..., 18.00794877, 18.01824489, 18.02854101], [13.57861334, 13.58897663, 13.59933993, ..., 18.03483077, 18.04519406, 18.05555736], [13.58385531, 13.5942675 , 13.60467969, ..., 18.06109602, 18.07150821, 18.08192039], ..., [13.60616091, 13.61642891, 13.62669691, ..., 18.02140025, 18.03166825, 18.04193625], [13.54483676, 13.55536608, 13.5658954 , ..., 18.07244384, 18.08297316, 18.09350248], [13.60734299, 13.6176113 , 13.62787962, ..., 18.02271917, 18.03298749, 18.04325581]]]) - μ_United Arab Emirates(chain, draw, μ_United Arab Emirates_dim_0)float649.037 9.048 9.06 ... 13.85 13.86
array([[[ 9.03706059, 9.04832682, 9.05959304, ..., 13.8815374 , 13.89280363, 13.90406985], [ 9.17520485, 9.18616959, 9.19713434, ..., 13.89004486, 13.90100961, 13.91197435], [ 9.02805089, 9.0393062 , 9.05056151, ..., 13.86783561, 13.87909093, 13.89034624], ..., [ 9.14073805, 9.15158081, 9.16242357, ..., 13.80312627, 13.81396903, 13.82481179], [ 9.07346167, 9.08464133, 9.09582099, ..., 13.88071565, 13.89189531, 13.90307497], [ 9.11146097, 9.12240445, 9.13334794, ..., 13.81715766, 13.82810114, 13.83904462]], [[ 9.0435206 , 9.0547046 , 9.06588859, ..., 13.85263881, 13.86382281, 13.8750068 ], [ 9.11972036, 9.13051538, 9.14131041, ..., 13.76158089, 13.77237591, 13.78317094], [ 9.14690855, 9.15791412, 9.16891968, ..., 13.87930196, 13.89030752, 13.90131309], ... [ 8.98869988, 9.00018274, 9.01166561, ..., 13.9263313 , 13.93781417, 13.94929703], [ 9.04413455, 9.05551103, 9.06688751, ..., 13.93602012, 13.9473966 , 13.95877308], [ 9.02507024, 9.03629564, 9.04752105, ..., 13.85199503, 13.86322044, 13.87444584]], [[ 9.01444615, 9.02584705, 9.03724795, ..., 13.91683203, 13.92823293, 13.93963383], [ 9.08730567, 9.09841434, 9.109523 , ..., 13.86403184, 13.8751405 , 13.88624917], [ 9.09220172, 9.10334521, 9.11448871, ..., 13.8839046 , 13.8950481 , 13.90619159], ..., [ 9.12597856, 9.13699822, 9.14801788, ..., 13.86443301, 13.87545267, 13.88647233], [ 9.00545031, 9.01685841, 9.02826651, ..., 13.91093455, 13.92234265, 13.93375075], [ 9.14649778, 9.15742018, 9.16834259, ..., 13.84313165, 13.85405405, 13.86497646]]]) - μ_United Kingdom(chain, draw, μ_United Kingdom_dim_0)float6411.35 11.36 11.37 ... 15.97 15.98
array([[[11.35233403, 11.36311652, 11.373899 , ..., 15.98880363, 15.99958612, 16.0103686 ], [11.37389801, 11.38449907, 11.39510013, ..., 15.93235333, 15.94295439, 15.95355544], [11.32827671, 11.339154 , 11.3500313 , ..., 16.00551407, 16.01639137, 16.02726866], ..., [11.39680099, 11.40739926, 11.41799753, ..., 15.95405728, 15.96465555, 15.97525382], [11.33058617, 11.34136317, 11.35214016, ..., 15.96469327, 15.97547027, 15.98624726], [11.39910875, 11.40968958, 11.42027041, ..., 15.94886451, 15.95944534, 15.97002617]], [[11.28553585, 11.29658555, 11.30763525, ..., 16.03690729, 16.04795699, 16.0590067 ], [11.41795751, 11.42845594, 11.43895437, ..., 15.93228228, 15.94278071, 15.95327914], [11.32135009, 11.33221309, 11.34307609, ..., 15.99243985, 16.00330285, 16.01416585], ... [11.31950412, 11.33039486, 11.3412856 , ..., 16.00252248, 16.01341322, 16.02430396], [11.31912894, 11.32998124, 11.34083354, ..., 15.9856173 , 15.99646959, 16.00732189], [11.28850692, 11.29951458, 11.31052224, ..., 16.02179883, 16.03280649, 16.04381414]], [[11.33330077, 11.34410622, 11.35491168, ..., 15.97964816, 15.99045362, 16.00125908], [11.37509352, 11.38574168, 11.39638985, ..., 15.95380482, 15.96445299, 15.97510115], [11.3703953 , 11.38104867, 11.39170203, ..., 15.95134244, 15.96199581, 15.97264917], ..., [11.42176209, 11.43229362, 11.44282515, ..., 15.95031979, 15.96085132, 15.97138285], [11.33465478, 11.34551499, 11.35637519, ..., 16.00454267, 16.01540287, 16.02626307], [11.42521623, 11.43575203, 11.44628783, ..., 15.95561023, 15.96614603, 15.97668183]]]) - μ_Uruguay(chain, draw, μ_Uruguay_dim_0)float645.191 5.207 5.224 ... 12.27 12.28
array([[[ 5.19089752, 5.20724235, 5.22358719, ..., 12.21917711, 12.23552194, 12.25186678], [ 5.24621802, 5.26234106, 5.27846409, ..., 12.17912372, 12.19524676, 12.2113698 ], [ 5.20765315, 5.223983 , 5.24031286, ..., 12.22949003, 12.24581988, 12.26214973], ..., [ 5.2628767 , 5.27894628, 5.29501587, ..., 12.17279735, 12.18886693, 12.20493651], [ 5.10686787, 5.12351327, 5.14015866, ..., 12.2643871 , 12.28103249, 12.29767789], [ 5.27258551, 5.28866045, 5.30473539, ..., 12.1848096 , 12.20088454, 12.21695948]], [[ 5.19494465, 5.21122434, 5.22750403, ..., 12.19520954, 12.21148923, 12.22776891], [ 5.19641437, 5.21268009, 5.22894582, ..., 12.19067612, 12.20694185, 12.22320757], [ 5.29002177, 5.30601387, 5.32200597, ..., 12.16662621, 12.18261832, 12.19861042], ... [ 5.18952537, 5.20579924, 5.22207311, ..., 12.18728918, 12.20356305, 12.21983692], [ 5.22221688, 5.23846255, 5.25470822, ..., 12.20785591, 12.22410158, 12.24034725], [ 5.22522866, 5.2413785 , 5.25752833, ..., 12.16965865, 12.18580849, 12.20195832]], [[ 5.20540995, 5.2216924 , 5.23797485, ..., 12.20686259, 12.22314504, 12.23942749], [ 5.26074531, 5.27680554, 5.29286576, ..., 12.16664296, 12.18270319, 12.19876342], [ 5.121977 , 5.13864965, 5.1553223 , ..., 12.29121671, 12.30788936, 12.32456201], ..., [ 5.23118751, 5.24745952, 5.26373153, ..., 12.22815332, 12.24442534, 12.26069735], [ 5.20018969, 5.21640221, 5.23261472, ..., 12.17157115, 12.18778367, 12.20399618], [ 5.21790477, 5.23426234, 5.25061991, ..., 12.25165905, 12.26801662, 12.28437419]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - α_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='α_dim_0')) - β_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='β_dim_0')) - σ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='σ_dim_0')) - μ_Albania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Albania_dim_0', length=433)) - μ_Algeria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Algeria_dim_0', length=433)) - μ_Andorra_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Andorra_dim_0', length=433)) - μ_Argentina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Argentina_dim_0', length=433)) - μ_Armenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Armenia_dim_0', length=433)) - μ_Australia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Australia_dim_0', length=433)) - μ_Austria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Austria_dim_0', length=433)) - μ_Bahrain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bahrain_dim_0', length=433)) - μ_Belgium_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Belgium_dim_0', length=433)) - μ_Bosnia and Herzegovina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bosnia and Herzegovina_dim_0', length=433)) - μ_Brazil_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Brazil_dim_0', length=433)) - μ_Bulgaria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bulgaria_dim_0', length=433)) - μ_Canada_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Canada_dim_0', length=433)) - μ_Chile_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Chile_dim_0', length=433)) - μ_Colombia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Colombia_dim_0', length=433)) - μ_Costa Rica_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Costa Rica_dim_0', length=433)) - μ_Croatia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Croatia_dim_0', length=433)) - μ_Cyprus_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Cyprus_dim_0', length=433)) - μ_Czechia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Czechia_dim_0', length=433)) - μ_Denmark_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Denmark_dim_0', length=433)) - μ_Dominican Republic_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Dominican Republic_dim_0', length=433)) - μ_Ecuador_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Ecuador_dim_0', length=433)) - μ_Egypt_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Egypt_dim_0', length=433)) - μ_Estonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Estonia_dim_0', length=433)) - μ_Finland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Finland_dim_0', length=433)) - μ_France_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_France_dim_0', length=433)) - μ_Germany_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Germany_dim_0', length=433)) - μ_Greece_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Greece_dim_0', length=433)) - μ_Hungary_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Hungary_dim_0', length=433)) - μ_India_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_India_dim_0', length=433)) - μ_Indonesia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Indonesia_dim_0', length=433)) - μ_Iran_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Iran_dim_0', length=433)) - μ_Iraq_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Iraq_dim_0', length=433)) - μ_Ireland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Ireland_dim_0', length=433)) - μ_Israel_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Israel_dim_0', length=433)) - μ_Italy_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Italy_dim_0', length=433)) - μ_Japan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Japan_dim_0', length=433)) - μ_Jordan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Jordan_dim_0', length=433)) - μ_Kuwait_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Kuwait_dim_0', length=433)) - μ_Latvia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Latvia_dim_0', length=433)) - μ_Lebanon_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Lebanon_dim_0', length=433)) - μ_Lithuania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Lithuania_dim_0', length=433)) - μ_Luxembourg_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Luxembourg_dim_0', length=433)) - μ_Malaysia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Malaysia_dim_0', length=433)) - μ_Malta_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Malta_dim_0', length=433)) - μ_Mexico_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Mexico_dim_0', length=433)) - μ_Moldova_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Moldova_dim_0', length=433)) - μ_Morocco_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Morocco_dim_0', length=433)) - μ_Netherlands_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Netherlands_dim_0', length=433)) - μ_North Macedonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_North Macedonia_dim_0', length=433)) - μ_Norway_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Norway_dim_0', length=433)) - μ_Pakistan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Pakistan_dim_0', length=433)) - μ_Panama_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Panama_dim_0', length=433)) - μ_Peru_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Peru_dim_0', length=433)) - μ_Philippines_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Philippines_dim_0', length=433)) - μ_Poland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Poland_dim_0', length=433)) - μ_Portugal_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Portugal_dim_0', length=433)) - μ_Qatar_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Qatar_dim_0', length=433)) - μ_Romania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Romania_dim_0', length=433)) - μ_Russia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Russia_dim_0', length=433)) - μ_Saudi Arabia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Saudi Arabia_dim_0', length=433)) - μ_Serbia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Serbia_dim_0', length=433)) - μ_Singapore_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Singapore_dim_0', length=433)) - μ_Slovakia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Slovakia_dim_0', length=433)) - μ_Slovenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Slovenia_dim_0', length=433)) - μ_South Africa_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_South Africa_dim_0', length=433)) - μ_Spain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Spain_dim_0', length=433)) - μ_Sweden_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Sweden_dim_0', length=433)) - μ_Switzerland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Switzerland_dim_0', length=433)) - μ_Thailand_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Thailand_dim_0', length=433)) - μ_Turkey_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Turkey_dim_0', length=433)) - μ_US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_US_dim_0', length=433)) - μ_United Arab Emirates_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_United Arab Emirates_dim_0', length=433)) - μ_United Kingdom_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_United Kingdom_dim_0', length=433)) - μ_Uruguay_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Uruguay_dim_0', length=433))
- created_at :
- 2025-01-13T00:23:58.585027+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 180.69681096076965
- tuning_steps :
- 1000
<xarray.Dataset> Size: 1GB Dimensions: (chain: 4, draw: 1000, α_dim_0: 75, β_dim_0: 75, σ_dim_0: 75, μ_Albania_dim_0: 433, μ_Algeria_dim_0: 433, μ_Andorra_dim_0: 433, μ_Argentina_dim_0: 433, ... μ_Switzerland_dim_0: 433, μ_Thailand_dim_0: 433, μ_Turkey_dim_0: 433, μ_US_dim_0: 433, μ_United Arab Emirates_dim_0: 433, μ_United Kingdom_dim_0: 433, μ_Uruguay_dim_0: 433) Coordinates: (12/80) * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 ... 996 997 998 999 * α_dim_0 (α_dim_0) int64 600B 0 1 2 3 ... 71 72 73 74 * β_dim_0 (β_dim_0) int64 600B 0 1 2 3 ... 71 72 73 74 * σ_dim_0 (σ_dim_0) int64 600B 0 1 2 3 ... 71 72 73 74 * μ_Albania_dim_0 (μ_Albania_dim_0) int64 3kB 0 1 ... 431 432 ... ... * μ_Thailand_dim_0 (μ_Thailand_dim_0) int64 3kB 0 1 ... 431 432 * μ_Turkey_dim_0 (μ_Turkey_dim_0) int64 3kB 0 1 2 ... 431 432 * μ_US_dim_0 (μ_US_dim_0) int64 3kB 0 1 2 ... 430 431 432 * μ_United Arab Emirates_dim_0 (μ_United Arab Emirates_dim_0) int64 3kB ... * μ_United Kingdom_dim_0 (μ_United Kingdom_dim_0) int64 3kB 0 ... 432 * μ_Uruguay_dim_0 (μ_Uruguay_dim_0) int64 3kB 0 1 ... 431 432 Data variables: (12/82) α_μ (chain, draw) float64 32kB 8.587 ... 8.547 β_μ (chain, draw) float64 32kB 0.01199 ... 0.... α (chain, draw, α_dim_0) float64 2MB 6.308 ... β (chain, draw, β_dim_0) float64 2MB 0.0150... α_σ (chain, draw) float64 32kB 1.945 ... 1.908 β_σ (chain, draw) float64 32kB 0.004494 ... 0... ... ... μ_Thailand (chain, draw, μ_Thailand_dim_0) float64 14MB ... μ_Turkey (chain, draw, μ_Turkey_dim_0) float64 14MB ... μ_US (chain, draw, μ_US_dim_0) float64 14MB 13... μ_United Arab Emirates (chain, draw, μ_United Arab Emirates_dim_0) float64 14MB ... μ_United Kingdom (chain, draw, μ_United Kingdom_dim_0) float64 14MB ... μ_Uruguay (chain, draw, μ_Uruguay_dim_0) float64 14MB ... Attributes: created_at: 2025-01-13T00:23:58.585027+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 180.69681096076965 tuning_steps: 1000xarray.Dataset -
- chain: 4
- draw: 1000
- Albania_dim_2: 433
- Algeria_dim_2: 433
- Andorra_dim_2: 433
- Argentina_dim_2: 433
- Armenia_dim_2: 433
- Australia_dim_2: 433
- Austria_dim_2: 433
- Bahrain_dim_2: 433
- Belgium_dim_2: 433
- Bosnia and Herzegovina_dim_2: 433
- Brazil_dim_2: 433
- Bulgaria_dim_2: 433
- Canada_dim_2: 433
- Chile_dim_2: 433
- Colombia_dim_2: 433
- Costa Rica_dim_2: 433
- Croatia_dim_2: 433
- Cyprus_dim_2: 433
- Czechia_dim_2: 433
- Denmark_dim_2: 433
- Dominican Republic_dim_2: 433
- Ecuador_dim_2: 433
- Egypt_dim_2: 433
- Estonia_dim_2: 433
- Finland_dim_2: 433
- France_dim_2: 433
- Germany_dim_2: 433
- Greece_dim_2: 433
- Hungary_dim_2: 433
- India_dim_2: 433
- Indonesia_dim_2: 433
- Iran_dim_2: 433
- Iraq_dim_2: 433
- Ireland_dim_2: 433
- Israel_dim_2: 433
- Italy_dim_2: 433
- Japan_dim_2: 433
- Jordan_dim_2: 433
- Kuwait_dim_2: 433
- Latvia_dim_2: 433
- Lebanon_dim_2: 433
- Lithuania_dim_2: 433
- Luxembourg_dim_2: 433
- Malaysia_dim_2: 433
- Malta_dim_2: 433
- Mexico_dim_2: 433
- Moldova_dim_2: 433
- Morocco_dim_2: 433
- Netherlands_dim_2: 433
- North Macedonia_dim_2: 433
- Norway_dim_2: 433
- Pakistan_dim_2: 433
- Panama_dim_2: 433
- Peru_dim_2: 433
- Philippines_dim_2: 433
- Poland_dim_2: 433
- Portugal_dim_2: 433
- Qatar_dim_2: 433
- Romania_dim_2: 433
- Russia_dim_2: 433
- Saudi Arabia_dim_2: 433
- Serbia_dim_2: 433
- Singapore_dim_2: 433
- Slovakia_dim_2: 433
- Slovenia_dim_2: 433
- South Africa_dim_2: 433
- Spain_dim_2: 433
- Sweden_dim_2: 433
- Switzerland_dim_2: 433
- Thailand_dim_2: 433
- Turkey_dim_2: 433
- US_dim_2: 433
- United Arab Emirates_dim_2: 433
- United Kingdom_dim_2: 433
- Uruguay_dim_2: 433
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- Albania_dim_2(Albania_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Algeria_dim_2(Algeria_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Andorra_dim_2(Andorra_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Argentina_dim_2(Argentina_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Armenia_dim_2(Armenia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Australia_dim_2(Australia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Austria_dim_2(Austria_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bahrain_dim_2(Bahrain_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Belgium_dim_2(Belgium_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bosnia and Herzegovina_dim_2(Bosnia and Herzegovina_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Brazil_dim_2(Brazil_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bulgaria_dim_2(Bulgaria_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Canada_dim_2(Canada_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Chile_dim_2(Chile_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Colombia_dim_2(Colombia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Costa Rica_dim_2(Costa Rica_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Croatia_dim_2(Croatia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Cyprus_dim_2(Cyprus_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Czechia_dim_2(Czechia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Denmark_dim_2(Denmark_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Dominican Republic_dim_2(Dominican Republic_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ecuador_dim_2(Ecuador_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Egypt_dim_2(Egypt_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Estonia_dim_2(Estonia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Finland_dim_2(Finland_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- France_dim_2(France_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Germany_dim_2(Germany_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Greece_dim_2(Greece_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Hungary_dim_2(Hungary_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- India_dim_2(India_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Indonesia_dim_2(Indonesia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iran_dim_2(Iran_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iraq_dim_2(Iraq_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ireland_dim_2(Ireland_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Israel_dim_2(Israel_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Italy_dim_2(Italy_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Japan_dim_2(Japan_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Jordan_dim_2(Jordan_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Kuwait_dim_2(Kuwait_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Latvia_dim_2(Latvia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lebanon_dim_2(Lebanon_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lithuania_dim_2(Lithuania_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Luxembourg_dim_2(Luxembourg_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malaysia_dim_2(Malaysia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malta_dim_2(Malta_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Mexico_dim_2(Mexico_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Moldova_dim_2(Moldova_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Morocco_dim_2(Morocco_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Netherlands_dim_2(Netherlands_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- North Macedonia_dim_2(North Macedonia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Norway_dim_2(Norway_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Pakistan_dim_2(Pakistan_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Panama_dim_2(Panama_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Peru_dim_2(Peru_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Philippines_dim_2(Philippines_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Poland_dim_2(Poland_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Portugal_dim_2(Portugal_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Qatar_dim_2(Qatar_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Romania_dim_2(Romania_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Russia_dim_2(Russia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Saudi Arabia_dim_2(Saudi Arabia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Serbia_dim_2(Serbia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Singapore_dim_2(Singapore_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovakia_dim_2(Slovakia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovenia_dim_2(Slovenia_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- South Africa_dim_2(South Africa_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Spain_dim_2(Spain_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Sweden_dim_2(Sweden_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Switzerland_dim_2(Switzerland_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Thailand_dim_2(Thailand_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Turkey_dim_2(Turkey_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- US_dim_2(US_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Arab Emirates_dim_2(United Arab Emirates_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Kingdom_dim_2(United Kingdom_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Uruguay_dim_2(Uruguay_dim_2)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Albania(chain, draw, Albania_dim_2)float641.151 1.799 1.861 ... 0.8784 1.846
array([[[1.15120721, 1.79866573, 1.86079518, ..., 0.82297373, 1.5286515 , 0.57863785], [1.61598836, 1.71741806, 1.31620058, ..., 0.90447008, 0.70376301, 1.94355992], [1.49574216, 1.93808793, 1.42174999, ..., 0.75585568, 1.18148465, 1.78431234], ..., [0.96678316, 2.1642524 , 1.31422911, ..., 1.36271221, 1.12249591, 1.44716468], [2.01103832, 0.63906305, 1.66791541, ..., 1.1728295 , 0.68887449, 0.67428577], [1.52924253, 1.05271135, 1.49854744, ..., 1.76018251, 0.62679413, 1.69868233]], [[1.42144675, 1.3778372 , 0.75874743, ..., 1.54723645, 1.01699389, 1.01659518], [1.88038751, 2.79092583, 1.46640948, ..., 0.63745461, 1.25734883, 1.99310556], [1.86191635, 1.24507448, 0.61676575, ..., 0.33858654, 1.20311078, 0.93152021], ... [1.61165199, 1.94223427, 1.3080855 , ..., 0.74465948, 0.1568463 , 1.58273266], [1.3886574 , 1.78623892, 1.25685123, ..., 0.28600577, 1.15129603, 0.33042773], [1.14323955, 1.97675503, 1.02925246, ..., 1.27647022, 1.74085665, 0.74886286]], [[2.31604418, 2.05278041, 1.19303444, ..., 1.21532804, 1.79305465, 1.1269707 ], [1.58532498, 2.05291209, 0.35641708, ..., 1.23316723, 0.90045528, 1.62000851], [1.34692782, 1.49303245, 1.80048811, ..., 1.32134269, 1.44496881, 0.92448644], ..., [1.97474618, 1.8307535 , 1.23666716, ..., 1.12202359, 1.12036924, 1.24422292], [1.6577792 , 1.30985963, 1.03047227, ..., 1.31022289, 1.71927283, 1.46850021], [2.1413146 , 1.3503371 , 1.08520615, ..., 0.94428816, 0.8783962 , 1.84566979]]]) - Algeria(chain, draw, Algeria_dim_2)float642.724 3.427 2.875 ... 1.342 0.8397
array([[[ 2.72396469, 3.42734741, 2.87548592, ..., 0.90800355, 0.40332563, 1.57282351], [ 3.77282973, 2.41504773, 2.45277091, ..., 0.54072677, 1.2246608 , 1.46081504], [ 2.45231104, 1.95697837, 3.07157926, ..., 1.04302883, 0.90491227, -0.21398244], ..., [ 2.88508448, 2.25870379, 3.06693272, ..., -0.58793706, 0.40353092, 0.94362866], [ 2.41603154, 3.47721804, 2.98854397, ..., 1.33963215, 1.36900932, 0.59182806], [ 3.03038435, 3.01878222, 2.93624573, ..., 1.43982559, 0.64665063, 1.19191744]], [[ 2.84990823, 3.21417509, 1.95996574, ..., 1.53321369, 1.1865619 , 1.05127007], [ 2.56202868, 2.97748147, 2.49116856, ..., 0.09411036, 0.92174679, 0.38536738], [ 2.74188174, 3.57907824, 3.65978942, ..., 1.06439283, 1.54456293, 2.37433903], ... [ 2.87374121, 3.09479999, 2.94716611, ..., 0.50229802, 1.48824021, 1.84315105], [ 2.58658607, 2.91834525, 2.93536168, ..., 0.10770579, 2.28040415, 1.25000205], [ 3.44727147, 2.4833233 , 0.97950651, ..., 1.37539952, 1.99682808, 1.57282765]], [[ 3.28493098, 3.11225057, 2.13021466, ..., 1.06405117, 0.67334126, 1.47957847], [ 2.65341998, 2.49764959, 1.69885351, ..., 1.63095586, 0.87729699, 1.34578189], [ 3.03843327, 2.64391374, 3.4527479 , ..., 1.12662266, 0.46682684, 0.19869853], ..., [ 3.62666813, 2.82612622, 3.10342288, ..., 0.95439178, 1.15720823, 1.10792441], [ 2.87726944, 3.4290416 , 2.91209292, ..., -0.674097 , 1.35998374, 1.57736732], [ 2.03566448, 2.29895634, 2.42780562, ..., 0.41088643, 1.34165991, 0.83971169]]]) - Andorra(chain, draw, Andorra_dim_2)float640.9387 1.292 ... 1.199 0.3656
array([[[ 0.93871467, 1.29223459, 0.70987407, ..., 0.46266033, 0.30551164, 0.22532219], [ 1.51955183, 0.66350521, 1.00392182, ..., 0.63451661, 0.75845511, 0.93684424], [ 0.93816652, 1.00753731, 1.35061324, ..., 0.76291995, 0.71318642, 0.7132218 ], ..., [ 1.24235225, 1.43379971, 0.30257797, ..., 0.18047201, 0.87939366, 0.62996006], [ 1.30617052, 1.01045206, 0.34667744, ..., 0.54559403, 0.31446126, 1.17923975], [ 0.75226627, 0.8825167 , 0.88826324, ..., 0.43506575, 0.84863876, 0.31673911]], [[ 1.1096793 , 0.87778835, 0.30979114, ..., 0.84894228, 0.65481169, 0.84809351], [ 1.1274594 , 0.99643514, 0.2234802 , ..., 0.39272569, 0.43713802, 0.61165471], [ 1.1438717 , 0.7019144 , 0.6800544 , ..., 0.82730503, 0.82940073, 0.117636 ], ... [ 1.07094132, 0.6186577 , 0.75611799, ..., 0.40694036, 0.8513162 , 0.75888082], [ 1.01476096, 1.33725965, 0.5400579 , ..., 0.07313947, 0.8561596 , 0.39232611], [ 1.13991507, 0.44847623, 0.69217187, ..., 0.58678396, 0.49550259, 0.78974115]], [[ 1.52557855, 0.66024817, 0.9017482 , ..., 0.11985712, 0.38691758, 0.27616247], [ 1.4052784 , 0.7328602 , 0.76261191, ..., 0.49683599, 0.61153115, 0.32973379], [ 0.38007117, 1.21287966, 0.49325771, ..., 0.43311218, 0.79650936, 0.16320236], ..., [ 1.59639517, 1.20700457, 0.3032674 , ..., 0.36093943, 0.02598256, 0.9003505 ], [ 0.68217674, 0.8356507 , 0.93473903, ..., 0.45372619, 0.1637709 , 0.78875841], [ 0.58406823, 0.67595161, 0.68649655, ..., 0.68952213, 1.19868049, 0.36560174]]]) - Argentina(chain, draw, Argentina_dim_2)float641.832 3.578 2.987 ... 2.019 2.253
array([[[ 1.83225839, 3.57849036, 2.98665584, ..., 2.21357125, -1.3894331 , 0.60274666], [ 3.8931048 , 2.54836245, 1.52746664, ..., 0.16599228, 3.72605194, 1.31745218], [ 3.2616414 , 1.82791252, 3.22131885, ..., 0.91692249, -0.01619708, 2.42424929], ..., [ 2.99295791, 2.80706578, 4.21235226, ..., 0.73576717, -1.27565673, 1.67200474], [ 1.49006757, 3.07022961, 1.46167185, ..., 0.52685841, 2.934668 , 2.18453434], [ 1.4931893 , 3.47101213, 3.8048719 , ..., 2.00398783, 0.60947831, 0.21980564]], [[ 2.89697299, 2.90660636, 4.16635419, ..., 1.58861008, 2.50854001, 0.54515813], [ 3.38878263, 3.66161644, 4.95916743, ..., -0.72997326, 0.83500456, 0.96950599], [ 4.82605063, 4.68744534, 4.38416235, ..., 0.70364939, 0.23962435, 1.13777186], ... [ 3.18643563, 2.26257397, 2.58774004, ..., 1.99553372, -1.49186442, 0.82166496], [ 1.91538552, 2.3616079 , 2.91966635, ..., 0.1465387 , 1.33015918, 1.39604103], [ 3.30550451, 4.87817689, 1.66478636, ..., 1.36309763, 1.58840001, 0.31611042]], [[ 4.24420836, 2.93897944, 3.42195752, ..., 3.13979376, 1.55938366, 1.95795199], [ 3.22643808, 2.79201808, 2.99938576, ..., 2.73084517, 1.60190483, 2.47572864], [ 1.08566644, 2.92460807, 4.69411617, ..., 1.15504316, 1.76178301, 3.17658075], ..., [ 2.29191675, 4.88143945, 3.49918025, ..., 1.40538511, 3.0432238 , -0.90560707], [ 3.55183001, 3.23191089, 4.09674921, ..., 0.41682255, 1.84145055, 1.07852948], [ 1.06724876, 1.70475286, 1.67457946, ..., 3.03001252, 2.01908127, 2.25344975]]]) - Armenia(chain, draw, Armenia_dim_2)float642.814 2.736 2.812 ... 0.6792 1.156
array([[[2.81361273, 2.73589052, 2.81154194, ..., 1.8793158 , 1.28024447, 1.53346326], [1.42174129, 1.8976296 , 2.81710501, ..., 0.60833268, 0.95661336, 2.09912891], [3.04954127, 2.34910971, 0.91781329, ..., 0.86145605, 1.15654036, 0.27460956], ..., [2.64505296, 2.73076062, 1.07483163, ..., 1.6560949 , 1.76899247, 1.35343728], [4.76014035, 3.5589676 , 2.8103641 , ..., 0.49224773, 0.85638496, 1.89150218], [1.4273317 , 1.5327735 , 2.1900877 , ..., 2.17035455, 1.98554313, 0.68115349]], [[2.05606052, 2.99222171, 2.56938442, ..., 0.03960639, 0.58211191, 1.77992084], [2.11688871, 1.74393729, 2.27956701, ..., 1.87173836, 1.4408995 , 1.60388425], [1.17710792, 3.57864846, 1.38901914, ..., 1.73908577, 1.64878025, 0.72488948], ... [2.77195738, 2.15567117, 1.57496302, ..., 0.82393762, 2.15756404, 1.29559924], [2.77969247, 2.7597206 , 2.93148103, ..., 0.33616142, 0.73601668, 0.91829992], [2.42210707, 4.1594057 , 2.75050911, ..., 0.66735419, 0.66620402, 1.39659849]], [[2.45661879, 2.67776335, 4.00520827, ..., 1.93729649, 1.33896296, 1.11389277], [2.9815317 , 2.65396506, 2.49020317, ..., 0.36643091, 1.72916185, 1.38106778], [2.84658163, 1.63917292, 2.41383437, ..., 1.66989249, 0.7465503 , 0.61006942], ..., [2.36790547, 2.61630956, 3.53033382, ..., 1.74801822, 0.0412107 , 1.1185297 ], [3.73079746, 3.61127642, 2.06924683, ..., 0.75293217, 1.48874446, 0.23046926], [3.42714309, 1.65135725, 2.81390102, ..., 1.14886739, 0.67921755, 1.15637552]]]) - Australia(chain, draw, Australia_dim_2)float641.436 0.8615 ... -0.1476 0.6879
array([[[ 1.43596147, 0.86154232, 1.64513916, ..., 0.81717668, 0.06256786, 0.10203129], [ 1.39245876, 1.03016474, 1.01066979, ..., 0.95175644, 0.93249599, 0.55490486], [ 1.93299821, 1.06838428, 1.02180873, ..., 0.63849308, 0.43711177, 0.81590497], ..., [ 1.79620641, 1.70781087, 1.31270657, ..., 0.05783435, 0.34354935, 0.46432555], [ 1.59903593, 1.67219157, 1.32316809, ..., 0.48016943, 0.50798988, 0.68439966], [ 1.5854689 , 1.37876064, 1.4506947 , ..., -0.04839192, 0.80054438, -0.40233312]], [[ 0.84505014, 1.37094946, 1.09118957, ..., 0.7891145 , 1.86199936, 0.42324164], [ 1.19982384, 1.29423682, 1.27067033, ..., 0.63177605, 0.84562893, 1.09136746], [ 1.11212894, 1.22938001, 0.07367962, ..., -0.10011279, 0.06390574, 0.42123268], ... [ 1.07915319, 1.45333864, 1.01529515, ..., 1.08475434, 0.49572079, 0.55361706], [ 0.49602012, 0.83833606, 0.65812134, ..., 0.27359055, -0.02322279, 0.72347081], [ 1.34606284, 1.36644353, 0.89817841, ..., 1.02682976, 0.71902423, 0.30101847]], [[ 1.3576064 , 0.93391512, 0.95422192, ..., 0.91861477, 0.02223147, 0.22320983], [ 1.59314126, 1.47002111, 1.63502209, ..., 0.5749669 , -0.11199362, 0.7102207 ], [ 1.3603614 , 0.91489102, 1.29221902, ..., 0.45441038, 0.40665051, 0.81578779], ..., [ 1.21943548, 1.52436097, 0.71175712, ..., 0.72575525, 1.14270019, 0.33879942], [ 1.58224329, 1.35420648, 1.12418261, ..., 0.51604224, 0.74698031, -0.15862838], [ 0.83088736, 1.40157915, 1.31287698, ..., 0.33821817, -0.14760892, 0.68785419]]]) - Austria(chain, draw, Austria_dim_2)float641.118 0.2865 ... 1.216 0.2933
array([[[ 1.11826133, 0.28651712, 0.42427014, ..., 0.28545043, 0.54035916, 0.46702692], [ 0.14998139, 0.17032674, 0.19771727, ..., 0.72767657, 0.19999673, 0.36509994], [ 0.81620275, 0.22710707, 0.04549016, ..., 0.768348 , 0.30477611, 0.96166163], ..., [ 0.362503 , 0.6195151 , 0.19638038, ..., 0.04174238, 0.99002211, 0.44048446], [ 0.57753764, 0.41402936, 0.68629679, ..., 0.29607714, 0.34473862, 0.34509246], [ 1.20975942, 0.66281806, -0.29784395, ..., 0.7059377 , 0.37948779, 0.81209479]], [[-0.40490903, -0.35087412, -0.44913023, ..., 0.62024546, 0.87985486, 0.11277877], [ 0.88459415, 0.79767722, 0.07530332, ..., 0.02891082, 0.92876072, 0.75049652], [ 0.68690224, 0.4035632 , -0.22300128, ..., 0.81885998, 1.00794808, 0.5227225 ], ... [ 0.21938492, -0.4909791 , -0.11849759, ..., 0.9328814 , 0.99664796, 0.85233051], [ 0.89575219, -0.12584837, 0.69043743, ..., 0.92632638, 0.26992931, 0.88333692], [ 0.68898015, 0.39955089, 1.01364575, ..., 0.50745157, 0.62287866, 0.7813564 ]], [[ 0.67450943, 0.23100379, 0.08167089, ..., 1.11954098, 0.98898986, 0.73968822], [ 0.42388902, 0.61318443, -0.48938699, ..., 0.21949985, 0.62032175, 0.97671604], [ 0.12093931, 1.10065142, 0.6168787 , ..., 1.06772331, 0.92364484, 0.90101217], ..., [ 0.54161752, -0.03523587, -0.01723512, ..., 0.98606795, 0.77487387, 0.60183157], [ 1.20932541, 0.25880198, 0.79813932, ..., 0.83366658, 0.94254791, 0.68906994], [ 0.70231057, 1.02619685, 0.40013926, ..., 0.21472847, 1.21565335, 0.29325734]]]) - Bahrain(chain, draw, Bahrain_dim_2)float642.268 2.613 2.813 ... 1.52 0.6826
array([[[ 2.2676508 , 2.61345541, 2.81266298, ..., 1.19153145, 0.46615296, 0.75137876], [ 2.48119934, 3.7411492 , 1.67374365, ..., 0.74954432, -1.14687551, 1.71121398], [ 1.50422001, 2.55059948, 1.2768899 , ..., -0.78600451, 0.86078991, 0.55069808], ..., [ 3.53733089, 2.77870869, 3.45110145, ..., -0.12584881, -0.04164085, 0.90205988], [ 3.61847246, 2.58324903, 3.39342046, ..., 0.34460154, -0.94847227, -0.50962209], [ 1.55107535, 0.74578513, 1.78109314, ..., 1.15075402, 1.14129769, 0.53252156]], [[ 3.01278952, 2.29696034, 2.8219442 , ..., 0.9067574 , 0.37477417, -0.38558424], [ 2.96426595, 2.81577103, 2.27834193, ..., -0.21208552, 0.51725449, 1.70532699], [ 3.47379119, 1.50849381, 2.19633014, ..., 0.18876941, -0.18019383, 1.2495444 ], ... [ 2.53094988, 2.27304955, 1.82800304, ..., 0.51285304, 0.26351784, 1.01864999], [ 2.43389582, 2.38558708, 2.81570114, ..., -0.73588783, -0.14518621, 0.9621649 ], [ 2.71972357, 2.92026962, 3.35200218, ..., 0.16907969, 0.65170448, 1.46010677]], [[ 1.19328971, 3.52138896, 3.57137039, ..., 0.22126 , 1.13506937, 0.58669579], [ 2.74797407, 3.18138131, 2.06055714, ..., 0.27950721, 0.60689686, -0.98636229], [ 2.9923938 , 1.18943507, 2.60341452, ..., 0.58047857, -0.15462259, 0.04484391], ..., [ 2.64178794, 2.48361565, 2.67318758, ..., 0.43716417, -0.36314585, -0.4475255 ], [ 3.11455113, 0.60010567, 3.71943991, ..., 0.97299666, 1.4408621 , 1.15582266], [ 2.65305235, 2.21583732, 2.86963072, ..., 0.12845189, 1.51957298, 0.68255141]]]) - Belgium(chain, draw, Belgium_dim_2)float642.095 1.726 1.414 ... 0.6933 0.6409
array([[[ 2.0954248 , 1.72582395, 1.41357349, ..., 0.29055078, 0.31877757, 0.11013361], [ 1.75614368, 1.41757997, 1.94091414, ..., 1.02439385, 0.85098905, -0.29585386], [ 1.91623147, 1.03075708, 1.57659068, ..., 0.37163666, 0.30019772, 0.24610319], ..., [ 1.59060911, 1.37606911, 1.37555573, ..., 0.07293622, 0.65967367, 0.48971101], [ 1.75250872, 1.56078481, 2.01908839, ..., 0.47251222, 0.60448417, 1.13757772], [ 2.12435956, 1.36108432, 1.12972167, ..., 0.7039155 , 0.1801915 , 0.37446106]], [[ 1.83911012, 1.23548532, 1.9291275 , ..., 0.89146697, 0.6339555 , 0.74216635], [ 1.41374562, 1.4355285 , 0.650899 , ..., 0.45926123, 0.56961632, 0.65219693], [ 2.41463512, 1.94785719, 2.57380663, ..., 0.67868558, -0.00913502, 1.20109498], ... [ 1.45605127, 1.73007493, 1.07098459, ..., 0.3121446 , 0.62655642, 1.18972408], [ 1.7014783 , 1.40212626, 1.58907111, ..., 0.5797725 , 0.99194611, 0.6397279 ], [ 2.0253977 , 2.31919173, 1.75677508, ..., 0.64777942, 1.02408937, 1.30881957]], [[ 1.83025485, 1.80419527, 1.65071695, ..., 1.08015418, 0.5416621 , 0.67545817], [ 2.24512222, 1.16404538, 1.47731103, ..., 0.58467908, 1.18336306, 0.72810083], [ 1.72891712, 2.45757215, 1.79001526, ..., 0.20371805, 0.66807807, 0.14010523], ..., [ 1.30062449, 2.08201482, 1.78690965, ..., -0.00363947, 1.23112482, 0.1053191 ], [ 2.10838546, 1.28328186, 1.26016001, ..., 0.18878086, 0.14168282, 0.2148704 ], [ 2.68774445, 1.80355656, 1.17447475, ..., 0.61795093, 0.69327909, 0.64086341]]]) - Bosnia and Herzegovina(chain, draw, Bosnia and Herzegovina_dim_2)float641.278 2.658 1.513 ... 1.089 1.746
array([[[ 1.27816262, 2.65834194, 1.51318829, ..., 1.08597435, 1.31022797, 2.08127166], [ 3.72638411, 3.66269455, 2.47065033, ..., 1.06910951, 0.7167413 , 0.75143312], [ 2.14852171, 1.45846677, 1.7214499 , ..., 0.56798208, 0.54121523, 0.52218224], ..., [ 2.46112857, 1.93448189, 1.35574746, ..., 1.16819368, 0.6214298 , 0.57174495], [ 1.88625086, 2.36543473, 1.60535469, ..., 0.60426677, 1.28438301, 0.78777277], [ 2.5558088 , 1.54283513, 1.50110038, ..., 0.27690245, 1.05607504, 1.34116992]], [[ 2.49838056, 1.41822215, 1.39402421, ..., 0.23295389, 1.43160168, 0.54030681], [ 2.41583247, 2.38065148, 2.06660936, ..., 1.15999632, 0.80073014, 1.04830979], [ 2.69529432, 2.42514535, 1.02274552, ..., 0.27620221, 0.967017 , 1.67153397], ... [ 1.49135678, 2.47589654, 2.01966926, ..., 0.85292345, 1.1855234 , 0.75994434], [ 2.72094792, 1.73710109, 1.5798175 , ..., 0.0438135 , 1.8845358 , 0.57120768], [ 2.44579107, 1.32891622, 2.60651628, ..., 1.5579905 , 0.59832587, 0.73465017]], [[ 2.57810776, 1.59945127, 3.14399869, ..., 0.50065674, 0.90566981, 0.97056335], [ 2.00554486, 2.16012002, 2.3855066 , ..., 0.61560895, 1.01036716, 1.544206 ], [ 1.87026154, 1.8859115 , 1.89694149, ..., 0.3257496 , 1.87103712, 0.74779872], ..., [ 1.96376917, 2.62971885, 1.51853622, ..., 1.79316894, 0.77402198, 1.10198977], [ 1.64268284, 1.94719686, 1.77572875, ..., 1.13410146, 0.53041381, 2.2348771 ], [ 2.57563074, 1.29757123, 2.04945263, ..., 1.37865135, 1.08937059, 1.74551584]]]) - Brazil(chain, draw, Brazil_dim_2)float644.178 4.288 3.985 ... 2.282 -0.526
array([[[ 4.1776562 , 4.28814776, 3.98508427, ..., 3.30752841, 0.8958175 , 0.43438121], [ 3.32808846, 3.60916901, 3.10911801, ..., -1.2047564 , 0.7282626 , 0.73887584], [ 3.94797391, 3.08029484, 3.34824598, ..., 0.92909122, 1.36050486, 0.83704226], ..., [ 4.12228953, 5.0971674 , 4.04983425, ..., 0.15147589, 1.41184856, -0.19182232], [ 3.79436318, 3.21934159, 4.82764342, ..., -1.05228735, 1.76098091, 1.37128163], [ 5.48065974, 5.19814827, 3.29166019, ..., 3.28781249, 0.99713938, 1.19905701]], [[ 4.74432503, 5.14175379, 5.5585979 , ..., 0.09941439, 2.88326141, 1.99675012], [ 5.61015541, 4.69223304, 3.83746375, ..., 1.38301569, 3.1727784 , 1.92748651], [ 5.34924769, 3.78702762, 3.37323401, ..., 1.54904647, 0.7371327 , 3.1396141 ], ... [ 3.51554431, 4.90419572, 5.14000447, ..., 1.93960582, 1.94769922, 0.94074515], [ 4.07163708, 4.956238 , 4.58280908, ..., 0.19056015, -0.08009821, 1.25917084], [ 4.47445404, 4.62021215, 5.37051476, ..., -0.39849687, 2.38736546, -1.26050507]], [[ 2.39189559, 2.95660296, 4.148459 , ..., 2.21200393, 1.74627836, 0.75232506], [ 5.59174474, 5.35139938, 3.23754396, ..., 0.05639117, -0.74323837, 1.04823118], [ 4.75503213, 3.43902787, 3.11180694, ..., 1.19020219, 1.00744914, 0.05285179], ..., [ 4.81067835, 1.81544056, 4.46760124, ..., 3.03905119, -0.11476944, -1.04671922], [ 5.28251166, 5.38821939, 3.13943546, ..., 2.28422738, 1.06338799, 2.46136266], [ 4.84135778, 2.93369896, 3.22332464, ..., -1.37256422, 2.28238509, -0.52596684]]]) - Bulgaria(chain, draw, Bulgaria_dim_2)float641.649 1.504 0.7195 ... 1.246 1.08
array([[[1.649233 , 1.50449881, 0.71954839, ..., 0.85052554, 1.40301592, 0.62602262], [0.45856391, 1.36334071, 0.77907534, ..., 1.08110649, 1.44880467, 1.54294755], [1.8559292 , 0.92503216, 0.99105164, ..., 1.55196487, 1.68304386, 1.04044818], ..., [2.26941112, 1.17710193, 1.28049845, ..., 0.38976988, 1.65260123, 0.869237 ], [1.65250102, 1.58261062, 0.71508546, ..., 1.58968705, 1.60979063, 0.20001098], [1.39644627, 1.55216138, 1.04158366, ..., 0.58524528, 0.02234131, 0.15828745]], [[1.58994003, 2.43556931, 1.2363613 , ..., 1.46259085, 0.887343 , 1.52901449], [1.69292424, 1.66709618, 1.49531055, ..., 1.14395268, 1.44053305, 1.11145275], [1.8611048 , 0.62843537, 1.67787728, ..., 1.39613864, 0.50114924, 1.28831467], ... [1.4770975 , 0.64147963, 1.90224999, ..., 1.31734068, 1.33235421, 0.45502028], [1.34668945, 1.12179702, 1.95504164, ..., 1.00880941, 0.33080793, 0.62541348], [1.43910865, 1.72088789, 0.52845761, ..., 1.90680641, 1.04205736, 1.79272783]], [[1.63340146, 1.36461572, 1.79144699, ..., 0.72371563, 0.0689591 , 1.82334385], [2.01134358, 1.03407524, 0.91532332, ..., 0.84004513, 0.93616013, 0.97843431], [0.91407537, 1.98590788, 1.90877227, ..., 1.13338923, 1.17864336, 0.21473053], ..., [1.07784601, 0.71771685, 0.61789332, ..., 0.96921983, 1.4242966 , 1.98288079], [1.96634238, 1.11662761, 1.87343984, ..., 1.10748195, 1.79090394, 1.9728595 ], [2.02084403, 1.46010053, 1.15067694, ..., 0.39888048, 1.24594186, 1.07971923]]]) - Canada(chain, draw, Canada_dim_2)float643.284 1.914 1.857 ... 0.2208 0.7916
array([[[ 3.28367454, 1.91445555, 1.85749719, ..., 0.36437154, 0.4949833 , 0.46896964], [ 2.81969794, 2.39803223, 2.56952791, ..., 0.85941207, 0.55009953, 0.13167709], [ 2.06288802, 2.63552251, 2.77111505, ..., 0.32131024, 0.27180888, 0.54246373], ..., [ 2.96224685, 2.58142285, 2.48501172, ..., -0.59434327, 0.31526063, 0.70159584], [ 2.5923633 , 2.0987719 , 2.1253938 , ..., -0.58451455, -0.38748629, 0.38025778], [ 3.04091531, 2.19906611, 2.04270536, ..., -0.13747563, -0.27816931, 0.27257015]], [[ 2.77951848, 1.72931299, 2.44152466, ..., 0.57081923, 0.33004381, 0.23695546], [ 2.43833895, 2.19112427, 2.32201945, ..., 0.36306896, 0.21259435, 0.08967014], [ 2.1987925 , 2.70590698, 2.77830342, ..., -0.23604814, 0.65371972, 0.40205503], ... [ 2.73531732, 2.35176682, 1.66613664, ..., 0.6552113 , 0.27301789, 0.74935332], [ 2.36180215, 1.87156781, 2.44505251, ..., 0.43158898, 0.34803874, 0.26874085], [ 2.23704338, 2.22968736, 1.87628267, ..., -0.19075006, 0.23578712, 0.31675321]], [[ 2.5067499 , 2.69002844, 2.30037615, ..., 0.51317519, -0.25336137, -0.24741223], [ 3.12156848, 1.95521452, 2.27991727, ..., -0.00910258, 0.17784103, -0.32691408], [ 2.58147985, 1.96060959, 1.80205626, ..., -0.03957961, 0.67660853, 0.26772112], ..., [ 2.36371707, 2.39174857, 3.02993934, ..., 0.22651175, 0.72469494, 0.914208 ], [ 2.07571656, 2.2729126 , 3.05305328, ..., -0.04403327, 0.36620765, 0.62087388], [ 2.45533606, 2.43020548, 1.5367725 , ..., 0.78329215, 0.22076911, 0.79163378]]]) - Chile(chain, draw, Chile_dim_2)float645.29 3.337 ... 0.6596 -0.07911
array([[[ 5.28986477, 3.33743794, 2.99675524, ..., 2.10529161, 0.22538129, 0.23272911], [ 5.51016423, 2.65314234, 4.03826817, ..., -0.93992439, -0.41566857, 1.12080181], [ 3.13797925, 4.0472386 , 3.03249739, ..., 0.58501081, 0.1904592 , 1.48241575], ..., [ 6.52992467, 1.69472813, 3.52329665, ..., 1.4954617 , -0.60139089, 1.16432504], [ 2.67300842, 4.7288599 , 4.39609477, ..., 0.51030889, -0.33264185, 0.59833674], [ 4.34337305, 2.20476927, 4.37910751, ..., 1.63900571, 1.20416638, 0.12799923]], [[ 4.67954727, 4.2250677 , 3.5475793 , ..., 1.02914629, 0.12126936, 0.10871663], [ 3.24931817, 3.43684892, 4.7829157 , ..., 0.91433105, 1.08422417, -0.14692684], [ 1.55034925, 3.66518609, 3.06573702, ..., 1.82312072, 0.12320617, -0.43807654], ... [ 4.23987918, 4.0623757 , 2.51291972, ..., 0.9798758 , 1.12567514, 0.81390352], [ 4.92131661, 3.05337186, 2.83090931, ..., -0.17391256, 0.5215944 , 1.6738253 ], [ 4.62029429, 4.11477816, 2.277784 , ..., 0.27801605, 0.76144709, 0.43527289]], [[ 3.70160495, 3.18902786, 2.0548064 , ..., 0.27242117, 0.4338284 , 0.25945073], [ 3.10658984, 3.35522622, 3.19312347, ..., 0.57474069, 1.66886464, 0.39970885], [ 4.65213399, 3.78481797, 1.7511469 , ..., 2.75300838, -0.28044775, 0.6193946 ], ..., [ 4.0167542 , 3.66010653, 3.61393663, ..., 1.79667963, 0.07793192, 0.35352222], [ 3.05525875, 3.48858645, 4.04774607, ..., 0.56432053, 0.82934806, -0.59073879], [ 4.15721874, 2.64308953, 3.19021814, ..., 1.75670244, 0.6595618 , -0.07910816]]]) - Colombia(chain, draw, Colombia_dim_2)float644.935 2.881 3.751 ... 2.61 2.016
array([[[ 4.93462335, 2.88126579, 3.75117632, ..., 0.88902467, 2.0153194 , 0.76182593], [ 3.39147754, 2.98068652, 2.29065082, ..., 1.07682069, 1.69709161, -0.59478272], [ 3.70712375, 2.56007671, 4.39981765, ..., -0.31035907, 2.14264509, 1.8104525 ], ..., [ 4.61660788, 2.28410958, 3.13115661, ..., 2.44047897, 2.31799802, 0.41717224], [ 1.86682829, 2.1381634 , 4.83029625, ..., 0.63317036, -0.29186809, 1.55116273], [ 4.83493301, 3.33654141, 5.75485969, ..., 2.36440683, -0.66060125, 1.18735476]], [[ 4.93728065, 3.31153752, 2.91564142, ..., 0.95794507, 0.68704836, -0.17446745], [ 2.88527132, 5.08482165, 4.65745068, ..., -0.33878343, 1.90072223, 1.23674915], [ 3.72134459, 1.50327421, 3.2457223 , ..., -0.39734671, 3.31992578, 1.69084187], ... [ 1.57206006, 3.785521 , 2.50055957, ..., 0.84882098, 1.92353275, 0.4180905 ], [ 2.22766929, 4.27698422, 1.85945812, ..., 0.6617058 , 1.58641523, 3.13708697], [ 4.93931271, 3.77262027, 2.63994011, ..., 2.16241557, 0.51436639, -0.21464485]], [[ 4.07278283, 2.43418717, 3.07704274, ..., 0.76725662, 1.75784896, 0.64519303], [ 3.73105444, 3.82365214, 3.84358921, ..., 0.91364408, 1.37323004, 1.20596985], [ 4.39937002, 4.46279715, 3.51018217, ..., 1.71788498, 2.22007844, 0.37649954], ..., [ 5.29846251, 4.44910085, 4.23415989, ..., 1.56493249, 2.52960657, 2.08380129], [ 2.19425691, 1.8207387 , 1.36166447, ..., 1.8071696 , 0.36632163, 2.60759049], [ 3.91670044, 4.07123649, 1.96117396, ..., 0.63045776, 2.60968918, 2.0158556 ]]]) - Costa Rica(chain, draw, Costa Rica_dim_2)float640.8827 2.007 ... 0.9641 0.8154
array([[[ 0.88266799, 2.00708276, 2.38290822, ..., 1.27023696, 0.57312459, 2.50802987], [ 2.45885928, 2.94932707, 1.29483428, ..., 1.48136242, 0.81421502, -0.21067923], [ 2.25755323, 2.1921095 , 1.67427484, ..., 0.85145578, 1.55147411, 0.46925954], ..., [ 0.71438215, 1.27253368, 0.30424201, ..., 1.97476811, -0.76756182, 1.37749623], [ 2.13722664, 2.13655395, 2.39725403, ..., 1.60957146, 0.81611917, 1.92532089], [ 1.96583044, 3.01044579, 2.47895165, ..., 0.83875779, 1.67394826, 1.33090212]], [[ 1.25234472, 2.91576511, 1.65949339, ..., 1.55934709, 1.80917418, 3.23916717], [ 2.68701886, 0.78561836, 1.22896748, ..., 3.95481565, 0.93056179, 1.02062776], [ 1.74769029, 1.42812907, 1.75216132, ..., 0.27126644, 0.8263658 , 1.32175209], ... [ 2.18808211, 1.0981606 , 2.34029425, ..., 0.71269 , 1.16307348, 1.04897398], [ 1.50509857, 2.52058493, 0.93963232, ..., 1.89972965, 0.58239471, 1.36027408], [ 2.22337194, 2.02878862, 2.26643275, ..., 2.13804194, 3.23435138, 0.29096706]], [[ 2.30885746, 1.45805256, 1.00119561, ..., 2.18736271, 3.28955218, 1.42497358], [ 2.60558049, 2.93405021, 1.08524702, ..., 2.60058428, 1.38776041, 0.93424522], [ 1.62259784, 2.71444067, 0.74749293, ..., 1.69255798, 2.24600154, 0.97932291], ..., [ 1.99043493, 2.18552746, 2.04553243, ..., 1.34042693, 3.03389641, 1.4867029 ], [ 1.93567894, 2.72522901, 0.73397964, ..., 0.76466546, 0.71919628, 2.30332193], [ 0.85619592, 0.77422246, 0.86274301, ..., 2.6549604 , 0.96413731, 0.81542305]]]) - Croatia(chain, draw, Croatia_dim_2)float641.368 -0.1708 ... 1.076 0.6344
array([[[ 1.36772122, -0.17080581, 0.96709894, ..., 1.11606539, 0.57371408, 0.13422718], [-0.45019707, 0.498135 , 0.91313546, ..., 1.08389711, 1.2489265 , 1.29939355], [ 1.06981731, 0.5683484 , 1.09593736, ..., 0.78384296, 0.96505194, 0.63465592], ..., [ 0.32546379, 1.31915652, 1.40241701, ..., 1.12428073, 0.82951761, 1.7273207 ], [ 1.13962201, 1.14905427, 0.45406801, ..., 0.10868192, 0.05571978, 1.20466553], [ 1.08178734, 1.05179768, 1.28636698, ..., 1.28067529, 1.96984522, 0.75339968]], [[ 1.70409615, 0.65119002, 1.1918594 , ..., 0.21060532, 0.25844566, 0.9640842 ], [ 0.45234673, 1.55666179, 0.87991011, ..., 0.51485856, 0.75368808, 2.42891206], [ 0.57533816, 1.61683495, 1.13962262, ..., 1.36807626, 0.29083371, 0.60640202], ... [ 1.41931805, 2.00874627, 1.10103962, ..., 0.88246285, 0.18888528, 0.69028677], [ 0.06098504, -0.14572924, 1.3808455 , ..., -0.38114804, 0.48965412, 1.6095637 ], [ 0.71665762, 1.33972421, 0.8239095 , ..., 0.81392149, 0.78895847, 1.15686262]], [[ 0.80576207, 1.16775057, 0.07324174, ..., 0.65140259, 1.2727141 , 0.5753147 ], [ 0.35151585, 0.12289655, 0.42119165, ..., 0.96206186, 1.187878 , 0.4719143 ], [ 1.92393913, 1.07669924, 1.54624306, ..., 1.21413655, 0.50243153, 1.09423717], ..., [ 2.47956149, 0.85974768, 0.46098457, ..., 0.53762028, 1.10220615, 1.57113204], [ 0.58397396, 0.55232586, 1.1239133 , ..., 1.31923106, 2.18490812, 0.64932272], [ 1.10110475, 0.33828071, 1.54428273, ..., 0.98230842, 1.07555855, 0.63443646]]]) - Cyprus(chain, draw, Cyprus_dim_2)float641.6 1.144 0.4767 ... 0.5375 0.5299
array([[[ 1.6003756 , 1.14394084, 0.47670865, ..., -0.60233603, 0.57688542, -0.06373698], [ 0.41168337, 0.84770852, -0.01974873, ..., 0.75403549, -0.02738966, 1.17203843], [ 0.88295878, 0.83867865, 1.39161767, ..., -0.23530597, 0.5581866 , 0.2832713 ], ..., [ 0.39873045, 0.48847995, 0.29510622, ..., 0.32910824, 0.11735037, -0.07005139], [ 1.35948441, 0.91581085, 1.74240215, ..., -0.05945978, 0.54161617, 0.1644482 ], [ 0.76760542, 1.63622769, 1.35407815, ..., 0.1615065 , 0.10469095, -0.3323415 ]], [[ 0.61813757, 1.01879561, 0.70187057, ..., 0.78396066, -0.26318029, 0.32962572], [ 1.18134474, 0.3051535 , 0.32010504, ..., 0.31087424, 0.28929934, 0.21152385], [ 0.81723941, 1.2688215 , -0.34177957, ..., 0.08165457, 1.02630598, -0.79670107], ... [ 1.24435507, 1.70619942, 0.9773908 , ..., 0.28947572, 0.41184235, 0.00190485], [ 0.72626954, 0.71446145, 0.40102052, ..., 0.65342995, 0.2780979 , 0.97931139], [ 0.61426571, 0.8701943 , 0.26231043, ..., 0.77684669, 0.67765726, -0.06127776]], [[ 0.98785786, 1.03423545, 0.9632321 , ..., 0.01100864, -0.186183 , 0.31373293], [ 0.96449469, 1.08392886, 0.92737047, ..., 0.19502505, 0.123049 , -0.14673706], [ 0.95563976, 1.2263532 , 0.48959543, ..., 0.3527153 , 0.31153796, -0.35701845], ..., [ 1.01431093, 0.65724323, 0.6667072 , ..., -0.03603399, 0.27369098, 0.29099874], [ 0.69651529, 1.16567202, 0.22380287, ..., 0.01426839, 0.58299617, 0.70212023], [ 0.90856358, 0.97743933, 0.25793258, ..., -0.24576805, 0.53754978, 0.52992829]]]) - Czechia(chain, draw, Czechia_dim_2)float641.12 1.582 1.839 ... 2.159 1.946
array([[[ 1.11964448, 1.58172 , 1.83877692, ..., 0.19362751, 1.56126932, 1.6253215 ], [ 1.38362045, 0.96265109, 0.45612511, ..., 0.41118779, 0.72359219, 0.94095666], [ 0.19473457, 0.80930486, 1.44346846, ..., 1.36576671, 0.51941872, 1.52831404], ..., [ 0.91200749, 0.60512472, 0.60164148, ..., 0.9004403 , 1.22292751, 0.36648687], [ 1.36826469, 1.1072681 , 1.21644026, ..., 1.9907506 , 1.13465241, 1.4591054 ], [-0.0374119 , 1.17733476, 0.86227242, ..., 1.21977356, 0.76351074, 0.90648234]], [[ 0.3891607 , 0.72814313, 1.38003622, ..., 1.97131847, 1.092469 , 1.28530992], [ 0.89352159, 1.51770433, 1.55679067, ..., 1.37665481, 1.15737658, -0.05321787], [ 1.38859095, 1.78907292, 1.46076192, ..., 1.40591964, 0.35099911, 0.44194839], ... [ 0.26522905, 0.75018456, 0.44997769, ..., 0.59581541, -0.26263748, 1.59257859], [ 0.98817418, 0.99655314, 0.837942 , ..., 1.24461663, 1.17618359, 0.42868787], [ 0.41978705, 0.91366163, 0.61630124, ..., 0.83877832, 1.04605213, 2.18800752]], [[ 0.61777324, 0.89176338, 1.28182623, ..., 1.06669215, 1.27066751, 1.85206053], [ 0.67807798, 0.58654252, 1.33016187, ..., 0.30484169, 1.53305151, -0.18972773], [ 1.78678264, 1.42010361, 0.79131025, ..., 1.23162791, 1.00896871, 0.43937558], ..., [ 0.0401063 , 0.50817193, 0.904744 , ..., 1.69442981, 0.70887544, 0.87574366], [ 0.45639793, 1.19626832, 1.18508707, ..., 0.51475684, 0.04541796, 0.4674324 ], [ 1.29875437, 1.19041551, 0.79908861, ..., 1.00939947, 2.15871498, 1.94596537]]]) - Denmark(chain, draw, Denmark_dim_2)float641.723 1.142 ... -0.06935 0.3568
array([[[ 1.72286116, 1.14246853, 0.93216132, ..., 0.53853501, 0.66085421, 0.81476476], [ 1.27911775, 0.82898213, 0.81854354, ..., 0.7243402 , 0.0445647 , 0.02509487], [ 0.57789231, 1.41292354, 0.66657956, ..., 0.70880207, -0.00192161, 0.78013007], ..., [ 0.58927949, 1.00301108, 0.87770615, ..., 0.95563414, -0.04184585, 0.60395637], [ 1.24404074, 1.26230417, 0.7974502 , ..., 0.57186937, 0.90191198, 1.15172737], [ 0.96393821, 1.1760546 , 1.09505205, ..., 1.05477859, 0.35595912, 0.36979536]], [[ 0.75226623, 0.4937869 , 1.15729932, ..., -0.13448314, 1.23219117, 0.6272306 ], [ 1.1583476 , 1.22772921, 0.43304167, ..., 0.67770023, 0.92740742, 0.60840453], [ 1.62640676, 1.25069163, 0.9057941 , ..., -0.08147945, 0.39143686, 0.12864411], ... [ 1.75327899, 1.57822881, 0.89774595, ..., 0.34382416, 0.25122399, 1.02357306], [ 0.57294102, 0.8006747 , 1.37321352, ..., 0.591732 , 0.23578898, 0.48451019], [ 0.40549954, 1.20589557, 1.15518544, ..., 0.62865535, 0.87390843, 0.57531584]], [[ 1.04867486, 0.75894889, 0.64692424, ..., 0.61567593, 0.18605225, 0.75295197], [ 0.73823465, 0.79807798, 0.61953041, ..., 0.6112863 , 1.04680004, 0.47395911], [ 1.16017694, 1.78082392, 0.36800825, ..., 0.29538429, 0.57870365, -0.17141802], ..., [ 1.41399086, 0.49957393, 0.97993088, ..., 0.14222889, 0.1818426 , 0.40810093], [ 0.72267724, 0.75888187, 1.32638181, ..., 0.76106343, 0.36655054, 0.73170596], [ 0.74970483, 1.14271638, 0.91181799, ..., 0.94269702, -0.06935152, 0.35678385]]]) - Dominican Republic(chain, draw, Dominican Republic_dim_2)float642.823 3.008 3.561 ... 1.451 1.169
array([[[ 2.82251207, 3.0081333 , 3.56058849, ..., 0.35572678, 0.55294282, 0.80214836], [ 3.66307341, 4.01591945, 3.49132611, ..., 1.23068556, 0.6633563 , 0.62619824], [ 4.68613343, 3.49014506, 3.80764721, ..., 0.5907718 , 1.25367094, 2.19065272], ..., [ 2.88806802, 4.27709938, 3.46185109, ..., 0.1083222 , 0.81857482, 0.91226622], [ 3.03328675, 3.41119708, 3.8831154 , ..., 1.55261245, 0.92831888, 1.57180376], [ 4.63717435, 3.81954513, 3.73638781, ..., 1.0105322 , 0.20468472, 1.39391997]], [[ 4.24743433, 2.28921014, 3.09762098, ..., 0.50554735, 0.94489168, 1.04363276], [ 3.43163192, 4.43997964, 2.12722534, ..., 1.11107285, 0.74963092, 2.56118272], [ 2.38456152, 4.01359675, 3.3515683 , ..., 0.68055836, -0.29383325, 0.26466069], ... [ 3.27441153, 2.70885449, 2.72327568, ..., 1.58715319, 0.57405642, 1.70919753], [ 1.8933423 , 2.94672066, 2.56874584, ..., 0.84968841, 1.82145035, 0.48579429], [ 2.71625976, 3.16871935, 3.07101022, ..., 0.78645049, 0.29290201, 1.32590873]], [[ 4.14329383, 2.99077951, 3.18723627, ..., 1.09614454, 0.84696167, 1.35103139], [ 3.82679426, 2.99509113, 2.95264361, ..., 1.07062487, 0.89389204, 0.26024237], [ 3.52011196, 3.64975757, 2.50766546, ..., 0.94803636, 1.27323551, -0.04024601], ..., [ 2.91318573, 3.73228834, 2.79982968, ..., -0.40113457, 0.97780607, 0.78661012], [ 4.6953014 , 4.74679592, 3.77215296, ..., 1.68943065, 1.3486501 , 1.17239945], [ 4.11017961, 2.67688269, 3.49438221, ..., -0.15255195, 1.4508242 , 1.16902714]]]) - Ecuador(chain, draw, Ecuador_dim_2)float643.288 2.767 2.379 ... 0.4912 1.27
array([[[ 3.28799034, 2.76708336, 2.37931439, ..., 1.23427283, 0.32168341, 0.36952578], [ 3.11688813, 3.02370346, 2.85599827, ..., -0.91709058, 0.86611458, 0.86479069], [ 3.19643196, 2.17718165, 1.75137196, ..., 0.49421741, 0.89002009, 1.63922874], ..., [ 2.50122841, 2.42551426, 2.44435702, ..., 0.00635171, 0.88730394, 1.01589446], [ 1.9729875 , 3.1455891 , 2.85367825, ..., 0.72559222, 0.43330602, 1.14641107], [ 2.19198702, 3.2163499 , 3.94740766, ..., 0.50666615, 1.22637007, 0.759501 ]], [[ 3.12123382, 2.50875448, 2.74090616, ..., -0.05212423, 0.84106672, 0.81445779], [ 2.93850173, 3.9363418 , 2.47070558, ..., 0.67593841, 0.03915291, -0.52537666], [ 2.47351072, 2.35323314, 2.90365891, ..., -0.49524829, 0.25538776, 1.25322837], ... [ 2.7355181 , 2.42735995, 1.52245069, ..., 0.54935129, 0.63720272, 0.55007555], [ 2.87291073, 3.3461275 , 2.52905035, ..., 0.54019932, 0.26581316, 1.02480475], [ 3.46350392, 1.68641281, 2.60014638, ..., 0.68344879, 0.70919265, 0.41367664]], [[ 2.12615155, 3.28002896, 2.45538223, ..., 1.10250405, 1.91901692, 1.2130327 ], [ 2.86831085, 3.44982181, 3.75161232, ..., 0.25529158, 1.65254564, 0.71226151], [ 2.34038512, 1.37917674, 3.52333887, ..., 1.41378881, 0.05004799, -0.9209203 ], ..., [ 2.65853314, 2.27120433, 2.39673637, ..., 0.70434602, -0.04179121, 0.17920924], [ 3.03773087, 1.34535103, 2.79917945, ..., 0.18764421, -0.18783343, 0.41245075], [ 2.38065231, 2.9478362 , 2.77866428, ..., 0.08727364, 0.49119683, 1.27004894]]]) - Egypt(chain, draw, Egypt_dim_2)float645.708 3.83 2.337 ... 0.4612 0.06363
array([[[ 5.70801681, 3.83032796, 2.33728389, ..., 1.87794864, 1.09870344, 0.81408006], [ 3.16024862, 4.46082839, 2.83457836, ..., 1.45156104, 0.27876465, -0.2211627 ], [ 1.78501565, 3.20780434, 3.3385034 , ..., 0.8730228 , 1.1085161 , 1.70104658], ..., [ 2.98366699, 2.72526719, 1.82371812, ..., 0.65916484, 0.01963051, 1.89824089], [ 4.85568764, 3.02861427, 4.25035317, ..., 0.91908078, 1.21909477, -0.33557327], [ 4.08206598, 2.78214719, 3.12672855, ..., 2.3367218 , -1.61794004, 0.95577015]], [[ 3.34559915, 3.21692677, 2.70846518, ..., 2.60502443, -0.23263489, 1.52471227], [ 3.47376739, 4.43878548, 1.6480995 , ..., 0.63625454, 0.50218002, -0.40337597], [ 3.26139053, 3.12858557, 3.26847137, ..., -0.43814597, 1.02973775, 1.23788169], ... [ 3.70696839, 3.31418063, 3.534617 , ..., 0.30790934, 0.57773413, 0.47813187], [ 2.26871401, 3.18101649, 1.11051933, ..., 3.39866308, 2.39328528, 2.20407118], [ 4.14583272, 1.72537929, 3.83019084, ..., -0.09083917, 0.38771075, 1.80536617]], [[ 3.72920437, 2.99147955, 3.08455654, ..., 0.90727957, 0.54640242, 0.51841262], [ 2.46378448, 4.20997824, 2.99790782, ..., 2.52329301, 1.1849772 , 0.80067953], [ 2.79503666, 3.74981327, 2.88695258, ..., 0.64531906, 0.12704352, 0.72960788], ..., [ 4.29966279, 3.1333816 , 2.92659333, ..., -0.30485228, 0.97736797, 0.23994715], [ 2.67444738, 3.66679066, 4.83029194, ..., 0.8450953 , 1.16634829, -0.31589379], [ 3.15468161, 3.49480661, 4.10281194, ..., 0.26239648, 0.46117644, 0.06362725]]]) - Estonia(chain, draw, Estonia_dim_2)float640.87 0.01661 ... 0.0404 0.07321
array([[[ 8.70029727e-01, 1.66098933e-02, 5.36791793e-02, ..., 1.77897698e-01, 3.40184422e-02, 1.41990498e-01], [ 2.78925435e-01, 3.45489179e-01, 3.11131005e-01, ..., 1.24142472e-01, 2.49493428e-01, -2.11362465e-02], [ 6.16380083e-01, 3.98071952e-01, -5.36011076e-01, ..., 7.10091048e-01, 2.52372633e-02, 4.03462514e-01], ..., [ 5.74860154e-01, 6.26088877e-01, 8.84731230e-01, ..., 1.03472697e+00, 6.09583417e-02, -3.27613579e-01], [ 5.53960915e-02, 4.05074803e-01, 7.57815602e-01, ..., 4.85512916e-01, 2.28791537e-01, 2.82958978e-02], [ 7.42152813e-01, 1.54880668e-01, -2.65997755e-02, ..., 7.03390196e-01, 2.24885229e-01, 8.72025457e-01]], [[-4.31124955e-01, 1.09141196e+00, 7.58064538e-01, ..., 4.67606036e-01, 2.53864627e-01, 4.51465985e-01], [ 9.24590533e-01, -5.77886939e-02, 2.50862866e-01, ..., -6.03241844e-02, 2.26290957e-01, 8.00587742e-01], [ 6.27462995e-01, -2.96674966e-01, 6.75279140e-01, ..., -1.67494122e-01, -4.97238310e-01, 8.71836160e-02], ... [ 4.69815336e-01, 1.40189784e+00, -1.15247970e-01, ..., -1.61180625e-01, -5.63273229e-02, 2.82451076e-01], [ 2.04966962e-01, 8.51159443e-01, -3.85153326e-01, ..., 5.19310531e-01, -1.67923247e-01, 6.46348952e-01], [ 3.68556260e-01, -1.57002139e-01, -3.03594574e-01, ..., 6.99680566e-01, -3.50657112e-01, -3.90986326e-01]], [[-9.52786695e-04, 7.56298656e-01, 1.15775160e-01, ..., 4.13362729e-02, -3.40324088e-01, 8.26198678e-03], [-3.15991713e-02, 4.54885917e-01, 7.07306178e-01, ..., 1.87934301e-01, 2.82577779e-01, -2.22864848e-02], [ 6.19041782e-01, 7.91235335e-01, 1.26446468e+00, ..., 9.06397764e-02, 4.32176935e-01, 7.13508721e-01], ..., [-2.67555318e-02, 2.48505723e-01, 4.22584924e-02, ..., -4.11543568e-01, 6.00155588e-02, 1.74100250e-02], [ 2.16259866e-01, 4.30576999e-01, 1.01756664e+00, ..., 1.57184690e+00, 5.98580334e-01, 4.35153202e-01], [ 1.03614134e-01, 3.82578247e-01, -2.83673566e-02, ..., 2.40675101e-01, 4.03994446e-02, 7.32081315e-02]]]) - Finland(chain, draw, Finland_dim_2)float641.203 1.688 1.625 ... 0.2001 0.1044
array([[[ 1.20346292, 1.68765364, 1.62484888, ..., 0.18129186, 0.45263527, 0.67086489], [ 1.09959283, 0.66725197, 1.324937 , ..., 0.55553088, -0.18430541, 0.39699018], [ 1.24824714, 1.16463146, 0.88268735, ..., 0.44086219, 0.35326023, 0.55850014], ..., [ 1.54615004, 1.32320769, 1.07327091, ..., -0.20961171, 0.08051952, -0.17451968], [ 1.11369838, 1.17700155, 1.16374347, ..., 0.15208213, 0.14474255, 0.33859314], [ 1.46292648, 1.31858816, 0.96874651, ..., 0.24042229, 0.45017487, 0.27876543]], [[ 1.55138952, 0.92989428, 1.05579854, ..., 0.10031038, -0.14584946, 0.29591215], [ 1.56451184, 1.26721561, 1.49657678, ..., 0.61743382, 0.2870365 , 0.51922795], [ 1.12038755, 1.90706196, 1.4498824 , ..., 0.51728334, 0.26080697, 0.63762236], ... [ 1.41643064, 1.01867883, 1.07859791, ..., 0.20851295, 0.2381429 , 0.22418145], [ 0.98087809, 1.23396832, 1.2129676 , ..., 0.37836737, 0.16659843, 0.35923254], [ 1.24421327, 1.14062839, 1.10494525, ..., -0.2309097 , 0.40713867, 0.10092513]], [[ 1.18283314, 1.04522406, 0.97594532, ..., 0.889436 , 0.06356525, -0.18545871], [ 1.23978978, 1.76210479, 0.84991167, ..., 0.08190996, 0.43994309, 0.42007684], [ 0.99435077, 1.27082469, 1.09161757, ..., 0.01973369, -0.06313488, 0.38843533], ..., [ 1.38105688, 1.12340268, 1.07382345, ..., 0.51935861, 0.46971718, 0.4559359 ], [ 1.26350497, 1.02535385, 0.54108587, ..., -0.08212942, 0.53856076, 0.47174576], [ 1.30670215, 1.05776913, 1.07546955, ..., 0.59925432, 0.20012334, 0.10443291]]]) - France(chain, draw, France_dim_2)float641.535 1.476 ... 0.5318 0.1049
array([[[1.5345625 , 1.47618909, 0.72522161, ..., 0.68515902, 0.22436666, 0.11298564], [1.55812203, 0.87474605, 0.92056993, ..., 1.1196733 , 0.96073807, 0.65589725], [1.20093151, 1.94340223, 1.8493538 , ..., 0.67609906, 0.7215133 , 0.11328288], ..., [2.24899386, 1.96530561, 1.21278207, ..., 0.68619034, 0.68917315, 0.43341482], [0.87005075, 1.3908004 , 0.56084022, ..., 0.17818694, 0.56156405, 0.56125557], [1.37645815, 1.21955308, 1.01173268, ..., 0.50015473, 0.32759493, 0.59886568]], [[1.54526505, 1.53500787, 0.88376857, ..., 0.55151901, 0.65684367, 0.08767649], [1.0141899 , 1.29521693, 1.08214736, ..., 0.78209284, 0.86216606, 0.59342414], [1.44852576, 1.4383144 , 0.77488313, ..., 0.43287377, 0.77498816, 1.12659132], ... [1.16063237, 1.14091456, 1.64641596, ..., 0.14775826, 0.5930543 , 0.62499508], [1.47630636, 1.23056683, 1.56272171, ..., 0.29331221, 0.26893712, 0.32681001], [0.63242415, 1.21912644, 0.9702452 , ..., 0.83158074, 0.66606058, 0.86019985]], [[1.17409344, 1.00567083, 0.96980275, ..., 0.84277699, 0.52724661, 0.25406636], [1.25470285, 0.89147699, 0.95620081, ..., 0.75281864, 1.14447031, 0.62758124], [0.64328688, 0.86631007, 0.9362885 , ..., 0.39999064, 0.7515241 , 0.87201369], ..., [1.5354805 , 0.6889845 , 1.59749539, ..., 0.52389455, 1.04934783, 0.80054393], [1.24198009, 1.21916852, 0.60449591, ..., 0.78609085, 0.49984019, 0.58951443], [1.39834632, 1.31829666, 0.88463826, ..., 0.42028099, 0.53176204, 0.1048748 ]]]) - Germany(chain, draw, Germany_dim_2)float640.9952 0.6878 ... -0.03626 0.2393
array([[[ 0.99516176, 0.68784681, 0.98268714, ..., -0.00321161, 0.51696979, 0.59963991], [ 0.97196302, 0.81619488, 0.87319883, ..., 0.22818617, -0.17403461, 0.11429669], [ 0.88583888, 0.95216573, 0.57171557, ..., -0.12522293, 0.72755022, 0.58227869], ..., [ 0.93589176, 0.24471045, 0.71929534, ..., 0.3647375 , 0.60833302, -0.37963605], [ 1.47256591, 0.45548072, 1.46106763, ..., 0.6085539 , 0.59614839, 0.17875809], [ 1.05256613, 0.75243924, 0.67161191, ..., 0.97198615, 0.99836506, 0.50490077]], [[ 0.53144144, 0.42955557, 0.72877863, ..., -0.00687662, 0.31545895, 0.53165384], [ 1.31314065, 0.64163034, 0.4192405 , ..., 0.10452385, 0.06659087, 0.32688696], [ 1.16439149, 0.80793108, 0.92225016, ..., 0.46912572, 0.22772877, -0.01989362], ... [ 0.7092197 , 0.81086124, 0.70417801, ..., 0.40931831, 0.78712359, 0.02060532], [ 1.45691541, 0.41205868, 0.45377641, ..., -0.06351324, -0.00561103, 0.01229145], [ 1.2156542 , 1.49179098, 1.04084039, ..., 0.58542052, 0.16312664, 0.18847981]], [[ 0.21218532, 0.65815887, 0.49955794, ..., 0.18688684, 0.25568479, 0.30274047], [ 0.70132925, 1.01086074, 0.15656464, ..., 0.8691994 , 0.54623884, 0.46770683], [ 1.01085138, 0.3827415 , 0.78064514, ..., 0.6499642 , 0.08779154, -0.30315941], ..., [ 0.63240236, 0.45073612, 0.84438763, ..., 0.01764326, 0.26132785, 0.34981289], [ 0.68755648, 0.28014279, 1.1057354 , ..., 0.39727178, 0.49580866, 0.28225532], [ 0.99645897, 0.88715725, 0.63732003, ..., 0.19579924, -0.0362582 , 0.23926064]]]) - Greece(chain, draw, Greece_dim_2)float640.2599 -0.221 ... 0.1883 0.5012
array([[[ 0.25989404, -0.22098231, 0.05932876, ..., 0.5758649 , 0.65300103, 0.63587447], [ 1.19920868, 0.99259915, 1.09958891, ..., 0.92155549, 0.55258399, 0.15507721], [ 0.46596676, -0.14566686, 0.63140992, ..., 0.58788542, 0.90914077, 1.03605781], ..., [ 0.52903 , 0.30780268, 0.90924752, ..., 0.72263885, 0.48716579, 0.87016444], [ 0.72767464, 0.80009103, 0.15904819, ..., 0.07564086, 0.88878226, 0.4855223 ], [ 0.54580736, -0.33803914, 0.18453882, ..., 1.35623544, 1.34779222, 0.9140835 ]], [[ 0.71787851, 1.05794098, 0.76563095, ..., 0.79832841, 0.96941295, 1.03048889], [ 0.3127085 , 0.626632 , 0.72401823, ..., 0.52928707, 1.0246254 , 0.80630628], [-0.16436098, 0.98827808, 0.37740731, ..., 0.88427799, 0.64848618, 0.52829914], ... [ 0.39267758, 0.76151879, 0.40128525, ..., 0.16949928, 0.09225875, 0.52919111], [ 0.55558364, 0.30847123, 0.28350625, ..., 0.55738545, 0.76669322, 0.08381087], [ 0.42879953, 0.77766923, 0.94731472, ..., 0.58386443, -0.22562178, 0.90720996]], [[ 0.5023436 , 0.23521512, 0.38705833, ..., 1.2018555 , 0.85341273, 0.68329484], [-0.22361511, 0.74130974, 1.21979958, ..., 0.75852533, 0.36967484, 0.76871999], [ 0.03976034, 0.87964012, 0.63847898, ..., 0.66239059, 0.35566768, -0.12263649], ..., [ 0.50030102, -0.09568672, 0.15883977, ..., 0.93051366, 0.45550288, 0.7963613 ], [ 0.5884939 , 0.90404368, -0.05201686, ..., 0.43309107, 0.78892233, 1.0114992 ], [ 0.49897101, 0.25640409, 0.4581687 , ..., 0.62413745, 0.18833178, 0.50119801]]]) - Hungary(chain, draw, Hungary_dim_2)float641.792 2.49 0.5041 ... 0.9709 0.7337
array([[[ 1.79175215, 2.49018852, 0.50413624, ..., 1.05831225, 1.60867738, 1.37164166], [ 1.41397822, 1.90681427, 1.13160946, ..., 0.90789936, 0.35927334, 0.32371176], [ 1.04443219, 2.71644355, 0.68548158, ..., -0.55544683, 1.06235486, 0.41570692], ..., [ 1.51533192, 1.13275242, 1.55774381, ..., 1.21448475, 1.56520855, 1.01418633], [ 1.96040329, 1.50731086, 0.80534828, ..., 0.23957983, 1.02842776, -0.07190775], [ 1.77783835, 0.68963898, 0.957172 , ..., 0.78142406, 1.8440678 , 1.84195291]], [[ 1.6662961 , 1.5573446 , 0.97868566, ..., 0.89241308, 1.1091965 , 0.7648281 ], [ 1.60723027, 1.76033396, 0.95839465, ..., 0.88678298, 0.1587928 , 1.33805608], [ 1.82784521, 1.85400158, 2.24733695, ..., 0.74981264, 0.59521448, 0.95681412], ... [ 1.28848421, 0.97520402, 1.10010976, ..., 1.52784846, 1.37388705, 1.24309633], [ 1.24191096, 1.06382791, 0.86203287, ..., 0.59255851, 1.09360526, 0.45977055], [ 1.62446605, 1.74787203, 1.74439271, ..., 0.36658339, 0.32414278, 1.26553548]], [[ 1.00241614, 1.43755561, 1.52433352, ..., 1.83321344, 0.5938841 , 1.551 ], [ 1.63252582, 1.61435277, 0.71455907, ..., -0.28550501, -0.3665285 , -0.50056468], [ 1.9887263 , 0.7855089 , 0.33942167, ..., 1.22953428, 1.35557003, 1.06929303], ..., [ 1.88060983, 2.01409307, 0.61822778, ..., 1.20762541, 1.03236323, 0.82953048], [ 0.7828994 , 1.47341828, 0.76860449, ..., 1.86066301, 1.17648833, 2.38050775], [ 0.98856962, 2.36086688, 1.94291548, ..., 0.84975523, 0.97093384, 0.7337467 ]]]) - India(chain, draw, India_dim_2)float645.528 2.617 2.72 ... 0.1172 0.9157
array([[[ 5.52847861, 2.61720751, 2.71959242, ..., 1.86522845, 0.28245175, 0.70651576], [ 3.70878716, 4.88532558, 5.36958262, ..., 2.93853986, 1.82116135, 2.10106929], [ 4.9182941 , 3.2451685 , 4.55670259, ..., 0.9333001 , 1.13840094, 1.32940402], ..., [ 4.58121211, 2.97977205, 5.17521942, ..., 1.08138072, -1.5344857 , 0.51323862], [ 4.44442787, 3.41633265, 3.55822266, ..., 0.2538834 , 1.40381343, 0.38878044], [ 6.14460372, 4.26551602, 4.07614642, ..., 1.19100911, -0.06017715, 0.65793034]], [[ 5.28421659, 4.98381019, 4.1162876 , ..., 0.32192764, 1.69588181, 0.23576572], [ 7.10273551, 4.79744666, 3.6063096 , ..., 2.03965684, 2.39883442, 2.0755134 ], [ 4.37167761, 5.89089375, 4.91068091, ..., 1.26040559, 3.19262812, -2.23665716], ... [ 4.58652543, 4.30103108, 5.39918024, ..., -0.05569649, -0.31767408, 1.29860162], [ 4.73729179, 6.87978506, 5.96883089, ..., 2.20318559, -0.81420888, 0.535759 ], [ 6.08661814, 4.49599008, 5.00516016, ..., 2.01277547, 3.54792883, 1.29711543]], [[ 5.56178164, 3.38638916, 5.93209108, ..., 3.27748806, -1.12170685, 2.26599077], [ 3.30525944, 5.25525572, 3.8526815 , ..., 2.25257741, 0.67823329, -0.28605389], [ 3.81099899, 6.10643854, 2.88102493, ..., 2.09124141, 1.48694851, -0.64162956], ..., [ 3.60239166, 2.29524338, 5.37722508, ..., 1.53502981, 2.8959762 , 0.9346763 ], [ 4.41910808, 6.06827314, 4.95236411, ..., -0.70768651, 3.35585649, 2.62384256], [ 3.43448546, 4.10209657, 3.71115039, ..., 1.36071901, 0.11715189, 0.91574216]]]) - Indonesia(chain, draw, Indonesia_dim_2)float642.684 2.25 1.906 ... 0.7872 1.642
array([[[ 2.68430721, 2.24997252, 1.90608436, ..., 0.6450012 , 1.74569019, 1.21637236], [ 2.97165221, 1.82147001, 3.99620077, ..., 0.35861179, 0.83131312, 1.78601626], [ 2.32574953, 2.43548444, 2.79389119, ..., 0.80406187, 1.37677466, 0.19996634], ..., [ 2.54807203, 3.33132451, 2.11213856, ..., 0.62370373, 0.87055737, 1.00800912], [ 3.00090114, 1.50875768, 2.90464582, ..., 1.71144342, 0.51635503, 1.20071719], [ 3.86085212, 1.46140778, 2.45036375, ..., 0.52745168, 2.04559402, 0.47676019]], [[ 3.21596425, 3.2913392 , 2.821957 , ..., 1.75840936, 1.54008489, 0.28504598], [ 1.02167689, 3.25621485, 2.64162804, ..., 0.38272892, 0.60804815, 0.48377305], [ 2.35544358, 2.80431073, 1.7994617 , ..., 0.88502115, -0.29490849, 1.66494712], ... [ 3.0718493 , 3.20580439, 3.0749969 , ..., 1.46898632, 1.29920492, 1.85486374], [ 2.43537412, 2.55848207, 1.76788245, ..., 1.39092971, 0.61903356, 1.31139275], [ 3.23445765, 2.53924533, 3.3371892 , ..., 0.59556413, 0.66992935, 0.81688286]], [[ 2.72543544, 2.63211787, 2.4618432 , ..., 1.59652284, 1.89127935, 1.27048657], [ 3.08416949, 2.52754103, 3.4960114 , ..., 0.58764102, 0.18718219, 1.46458216], [ 3.03746516, 3.47250973, 2.18844414, ..., 0.71615334, 1.46956275, 0.21262914], ..., [ 2.92430517, 2.33787374, 2.91006521, ..., 0.57143534, 1.10665829, 0.28048869], [ 3.03804063, 2.99370946, 1.73670076, ..., 0.4119779 , 1.3451145 , 1.80416656], [ 2.69048189, 2.34711174, 1.91497978, ..., -0.28959522, 0.78723757, 1.6417841 ]]]) - Iran(chain, draw, Iran_dim_2)float641.074 0.8557 1.209 ... 0.089 0.3823
array([[[ 1.07435179, 0.85571574, 1.20917728, ..., 0.25705207, 0.19310274, 0.32701582], [ 1.1968976 , 1.43212149, 1.09219567, ..., -0.06029069, 0.27674774, 0.21428102], [ 1.16105491, 1.02351505, 1.34670358, ..., 0.56123033, 0.06072215, 0.36251698], ..., [ 1.35159591, 1.09888816, 1.22499341, ..., 0.32215121, 0.28986087, 0.17975961], [ 1.028319 , 1.29158362, 1.14543435, ..., 0.54070243, 0.37463831, 0.77070331], [ 0.85428651, 1.38000895, 1.17849597, ..., 0.24043853, 0.33009078, 0.08307678]], [[ 0.91417959, 0.91952049, 1.15204279, ..., 0.08708276, -0.31827005, 0.63309508], [ 0.83537218, 1.00872659, 1.30717043, ..., 0.1365502 , 0.21015958, -0.01724142], [ 1.05955807, 1.50381118, 0.73601144, ..., 0.42774644, 0.49118702, 0.11053509], ... [ 1.10864246, 1.24580838, 1.14861268, ..., 0.34230559, 0.39267866, 0.50085565], [ 1.37402651, 1.29123786, 1.10263652, ..., 0.2400898 , 0.14921692, 0.67943106], [ 1.27199919, 0.78136014, 0.95032072, ..., 0.49025294, 0.59563637, 0.34719141]], [[ 1.21080561, 1.0738068 , 1.13815419, ..., 0.35768561, 0.55771163, 0.18247121], [ 1.18026932, 1.31020771, 0.89604174, ..., 0.33858942, -0.10004087, 0.12291859], [ 1.39005012, 1.27866627, 1.44399142, ..., 0.32544636, 0.24363076, -0.0061539 ], ..., [ 1.25569201, 1.28957189, 1.05414677, ..., 0.55940433, 0.39118326, 0.54069117], [ 1.25686899, 0.88968791, 1.00053731, ..., 0.59392156, 0.52254051, 0.32566423], [ 0.68518411, 1.13178787, 0.95519247, ..., 0.24148391, 0.08900301, 0.38234442]]]) - Iraq(chain, draw, Iraq_dim_2)float642.808 3.129 1.979 ... 1.635 1.534
array([[[ 2.80843663, 3.12855645, 1.97874188, ..., 1.05802483, 2.12073471, -0.34086653], [ 3.29638826, 3.00523559, 2.49614579, ..., 0.66664569, 2.3620222 , -0.45192454], [ 2.25039295, 1.45012801, 1.77459885, ..., 3.12861512, 0.92120075, 3.17734604], ..., [ 4.76264512, 0.06545884, 2.52846545, ..., -0.28969454, 0.6966191 , -0.49557808], [ 2.5478176 , 2.85298455, 4.88921332, ..., -0.29790552, 0.51752042, 0.41692921], [ 3.96974 , 2.42485887, 2.22954494, ..., 1.76923277, 1.39282008, -0.10825705]], [[ 1.4381627 , 2.25362971, 1.61351929, ..., 1.63544781, 1.51919369, 1.67525293], [ 4.17409362, 3.61699772, 1.88255063, ..., 2.28956061, 1.79225452, 0.29072813], [ 3.13615587, 3.33702156, 3.18644907, ..., 1.11331307, 1.41039757, 2.14632862], ... [ 3.458558 , 3.85533073, 1.89863595, ..., 1.76504498, 0.33830743, 1.59397322], [ 2.4545931 , 2.29115958, 0.20384827, ..., 3.14420256, 1.068292 , 2.35093798], [ 3.7281613 , 3.68836042, 2.36453305, ..., 0.42699991, 0.85302883, 1.06350102]], [[ 5.21671309, 3.76974995, 2.23370221, ..., 0.89272692, 0.7101546 , 0.06582319], [ 1.93349299, 2.22771457, 2.8526634 , ..., 2.92249976, 1.21379638, 2.61769636], [ 4.25295809, 3.25854838, 2.13440528, ..., -0.89804902, 0.73974394, 0.90520151], ..., [ 1.97940545, 2.7651171 , 1.60050348, ..., 2.05098547, 1.44948247, 0.13302336], [ 2.28270571, 3.49792242, 2.07089048, ..., 1.13983764, -0.18642763, 0.59990959], [ 3.50187662, 4.65338659, 2.14753945, ..., 0.91691509, 1.63464334, 1.53365653]]]) - Ireland(chain, draw, Ireland_dim_2)float641.917 1.915 ... 0.3081 -0.03554
array([[[ 1.91724246, 1.91467174, 1.24373276, ..., -0.15768492, 0.68978634, 0.36888075], [ 1.59509892, 1.83762479, 2.43327463, ..., 0.61790565, 0.25816176, 0.24954544], [ 2.1274302 , 1.78609301, 0.98970978, ..., 0.70611109, 0.20161719, 0.87363056], ..., [ 1.77864547, 2.43543381, 1.88230496, ..., 0.39971935, 0.18826785, 0.90922368], [ 1.82502764, 2.08441516, 1.92691555, ..., -0.41383491, 0.65724885, 0.19000353], [ 1.57287852, 1.64901204, 1.73977848, ..., 0.13835555, 0.19923769, 0.19309024]], [[ 2.09629959, 1.90663687, 2.3266424 , ..., 0.71922008, 0.36003742, 0.06490907], [ 1.85385331, 2.13245216, 1.56641544, ..., 0.50274844, 0.56650419, 0.07635099], [ 1.15614801, 1.88518165, 2.31107098, ..., 0.48928964, 0.01165692, 0.75755326], ... [ 2.02732784, 2.66871334, 1.73907113, ..., 0.50691202, 0.86967798, 0.4727914 ], [ 2.22373729, 1.90769019, 1.56267101, ..., 0.43457144, 0.43827475, -0.22431457], [ 2.13744468, 1.2237835 , 0.97926255, ..., 0.18059542, 0.43499655, 1.46138602]], [[ 2.5826289 , 2.90139396, 1.1427433 , ..., 0.19678761, 0.36567317, 0.34621463], [ 1.96018779, 1.79847053, 1.93714949, ..., 0.23623568, 1.01999946, 0.49070143], [ 2.09347714, 2.2114251 , 2.18048464, ..., 0.36338617, 0.39951649, 0.27648699], ..., [ 1.62131296, 1.38731524, 1.86928342, ..., 0.45110907, 0.60947313, 0.60706342], [ 1.76026611, 1.67229666, 1.4768968 , ..., 0.84091808, 1.14771536, 0.3788636 ], [ 2.27767215, 2.03212344, 1.70377461, ..., 0.92201807, 0.30811593, -0.0355384 ]]]) - Israel(chain, draw, Israel_dim_2)float641.628 2.953 1.456 ... 0.5307 1.413
array([[[ 1.62779682, 2.95275849, 1.45575868, ..., 1.41545149, 0.72927216, 0.94949327], [ 1.99933996, 1.90895041, 0.99908152, ..., 1.26707672, 0.5428459 , 0.78433654], [ 1.32098864, 2.53798258, 1.31160943, ..., 0.93826884, 0.82467577, 1.78371207], ..., [ 0.8947121 , 2.37186472, 0.78457367, ..., 1.01068617, 0.74886531, 0.17082357], [ 1.29429877, 1.84617745, 1.35305558, ..., 0.80399775, 0.67474043, 0.59821895], [ 2.59850307, 2.32976152, 2.00759996, ..., 0.72904585, 1.07273662, 0.77895151]], [[ 2.85579852, 2.10017565, 1.1242515 , ..., 0.32635351, 1.95209715, -0.43945731], [ 2.83700245, 1.49044924, 1.90096813, ..., 0.74210097, 0.93724833, 1.41284147], [ 2.55982442, 1.36485609, 1.51069321, ..., 0.36293151, 1.86448025, 1.51567414], ... [ 1.94605648, 2.05335158, 0.99054181, ..., 0.83186034, 1.76531582, 1.42037442], [ 1.26059789, 0.83632439, 2.12681059, ..., 0.33316036, 1.30807536, 1.33239488], [ 1.78301529, 1.23876291, 1.22934171, ..., 1.39703524, 1.309955 , 0.77194283]], [[ 2.31264952, 1.71150861, 2.1393699 , ..., -0.34836732, 1.08272557, 1.14708829], [ 1.80180442, 2.32284757, 0.74670043, ..., 1.09079951, 1.57654327, 0.15378744], [ 1.18108679, 1.49000505, 1.80022308, ..., 2.15857507, 1.05488878, -0.16543147], ..., [ 2.1059209 , 2.09538054, 1.88059908, ..., 0.65339486, 1.40162494, 0.53522861], [ 2.58712094, 2.65593878, 2.15867159, ..., 0.88445607, 0.34153552, 0.5005058 ], [ 2.32630503, 2.44651123, 2.17363556, ..., 0.86619605, 0.53069855, 1.41305455]]]) - Italy(chain, draw, Italy_dim_2)float640.1485 -0.1044 ... 0.4222 -0.4529
array([[[ 0.14846763, -0.10443336, 0.43991721, ..., 0.59416717, -0.10014831, 0.10917018], [ 0.09522666, 0.88955382, 0.43384426, ..., 0.40569228, 0.47851118, 0.47365291], [-0.19031678, 0.12399536, 0.32704109, ..., 0.64973349, 1.31888336, 0.13670751], ..., [ 0.1826495 , 0.25845058, 0.16020809, ..., 0.17509634, -0.18353512, 0.25554412], [ 0.02182547, 0.49821649, 0.04301346, ..., 0.4145358 , -0.09913757, 0.63874012], [ 0.46678946, 0.14102591, 0.47345889, ..., -0.08153615, 0.46421462, 0.37107891]], [[ 0.35244143, 0.59273466, 0.03549141, ..., 0.68241346, 0.81894575, 0.44432623], [ 1.0697698 , -0.1800473 , 0.68351638, ..., -0.07502139, 0.37811908, 0.59784473], [ 0.0092581 , 0.0960895 , 0.20458727, ..., -0.02170879, 0.54073527, 0.60264289], ... [-0.08035703, 0.30051228, 0.24680811, ..., 0.14829129, 0.86185299, -0.20466209], [ 0.40092404, 0.43189098, 0.93193015, ..., 0.40775115, 0.23944217, -0.20676632], [ 0.25736188, -0.51856889, 0.00189754, ..., -0.0064741 , 0.60317024, 0.6076505 ]], [[ 0.69044312, 0.47714007, 0.6256439 , ..., 0.26891948, -0.11900487, 0.33750583], [ 0.84982183, 0.50475774, 0.05338876, ..., -0.14245979, 0.09352646, 0.66464476], [ 0.72472064, 0.00370089, 0.51034986, ..., 0.49852537, 0.31079734, 0.36018414], ..., [ 0.40878185, 0.09264949, -0.25110069, ..., 0.69221411, 0.36208617, 0.36859214], [ 0.09166235, 0.11179526, 0.63654968, ..., 0.12333657, 0.36365784, 0.45572214], [ 0.90726155, 0.1855076 , 0.04833449, ..., 0.40059572, 0.42220132, -0.45288725]]]) - Japan(chain, draw, Japan_dim_2)float641.28 1.629 1.861 ... 0.385 -0.01567
array([[[ 1.27959194, 1.62901564, 1.86067573, ..., 0.11236278, 0.1582737 , 0.92830455], [ 1.62511324, 1.0691246 , 1.98303762, ..., -0.48598119, 0.36227576, -0.05745592], [ 1.61753666, 1.9898403 , 1.78585328, ..., 0.11421532, -0.22142358, 0.88121824], ..., [ 2.15485782, 1.42159816, 1.98933415, ..., 0.68867765, 0.54211781, 0.59277545], [ 1.29843261, 1.1645633 , 1.84568247, ..., 0.14143948, 0.33824944, 0.48245504], [ 2.03716485, 2.5744223 , 1.77149348, ..., 0.66526001, 0.72678761, 0.63141832]], [[ 1.44785664, 1.98668961, 1.70153517, ..., 0.8841907 , 0.60711617, 0.18911283], [ 2.08632537, 1.79287101, 1.75522551, ..., 1.0698412 , 0.60160746, 0.81649318], [ 1.62288423, 1.17495182, 1.94974668, ..., 1.15786956, 0.35721425, 0.27872758], ... [ 2.18255544, 1.53256093, 1.67415645, ..., 0.09895911, 1.08425983, 1.15111128], [ 2.16796724, 1.91331064, 1.91332202, ..., 0.05864179, 0.81301573, 0.16200011], [ 2.22279999, 1.95341366, 1.29103549, ..., 0.12039437, 0.22274145, 0.9101292 ]], [[ 1.60292798, 2.50723579, 1.42588348, ..., 0.33719119, 0.07130024, 0.39248559], [ 2.17924743, 1.53888294, 2.0855643 , ..., 0.26309995, -0.05344998, 0.8453865 ], [ 1.61564462, 1.68329802, 1.10348703, ..., 0.63084365, 0.35849316, 0.56629437], ..., [ 1.72790937, 1.67685374, 2.00649625, ..., 0.18752124, 0.3788218 , 0.18754327], [ 1.45598062, 1.76528785, 1.4108745 , ..., 0.71784712, -0.52345192, 0.25880795], [ 1.90313181, 1.284803 , 1.44297511, ..., 0.4902453 , 0.38501609, -0.01566777]]]) - Jordan(chain, draw, Jordan_dim_2)float640.7335 0.5859 -0.202 ... 2.68 1.688
array([[[ 0.73348426, 0.58587262, -0.201985 , ..., 1.15489985, 1.55149489, 0.97033343], [ 0.88465689, 0.88431219, -0.69554829, ..., 2.31498111, 1.58800397, 1.20382483], [-0.03691403, 1.4884584 , -0.71732587, ..., 1.68292074, 1.72707915, 2.05757378], ..., [ 0.23072399, 0.97567257, -0.13115394, ..., 0.31534595, 1.65562518, 0.50454724], [ 0.7793411 , 0.35101865, 0.61106517, ..., 2.10525618, 0.46784529, 2.44295063], [ 1.20929344, 0.99399807, 1.22325382, ..., 0.9218226 , 2.64143812, 1.73870483]], [[ 0.13779997, -0.16255753, -0.90573348, ..., 0.7122449 , 0.59538506, 1.34940557], [-0.61077688, 0.04547658, -0.64934371, ..., 1.83471984, 0.28704733, 1.8521343 ], [-0.10026421, 0.78856829, 0.48197978, ..., 1.66245162, 1.3711186 , 0.01123435], ... [-1.47542401, 0.1724949 , 0.3723881 , ..., 1.79551422, 1.42123315, 0.20481017], [ 1.0978948 , -0.30066242, 1.26750138, ..., 0.77822056, 1.69793919, 1.77052803], [ 0.53552919, -0.58424665, -0.67869473, ..., 1.20034459, 1.42979554, 0.561452 ]], [[ 0.19481706, 1.08939421, 0.33307441, ..., 1.00662203, 1.5346317 , 0.83152317], [ 0.28304087, 1.07655874, 0.07927068, ..., 1.01066416, 0.43431491, 1.63377196], [ 0.72762215, -0.36418124, 0.46705251, ..., 0.87632349, 0.60404947, 1.32954348], ..., [ 0.86670416, 1.41216804, 0.61402344, ..., 1.84771997, 0.87186291, 1.41911127], [ 0.58429759, -0.15655826, -0.53777219, ..., 1.77460722, 2.41826879, 0.27660266], [ 0.31336284, 0.26433727, 0.1025246 , ..., 3.15923942, 2.68039974, 1.68787173]]]) - Kuwait(chain, draw, Kuwait_dim_2)float643.083 3.628 3.65 ... 1.171 0.3152
array([[[ 3.0826608 , 3.62837905, 3.65015158, ..., -0.02578975, 0.21187106, 1.24424835], [ 2.93890579, 4.62548361, 3.75455565, ..., 0.80730749, -0.14957065, 1.36279844], [ 2.39358993, 5.14439337, 3.45749436, ..., 2.77710471, 1.56937927, 0.62714075], ..., [ 4.22786401, 4.38700106, 4.52942088, ..., 0.65848062, 0.83503736, 0.34582541], [ 5.16867401, 1.78010034, 3.59099188, ..., -1.60575199, 0.11137946, 0.58272649], [ 3.27873869, 4.84981297, 6.32216941, ..., 0.3765189 , 3.47842415, 2.40375869]], [[ 4.67059122, 3.59815685, 2.60182103, ..., 2.18076867, 0.15074254, 0.1942388 ], [ 3.31176296, 3.74965768, 3.35841282, ..., 0.63391655, 2.08963142, 2.08572023], [ 4.03119288, 3.41163433, 2.13722933, ..., 1.43220032, 1.19265544, 3.39738604], ... [ 2.64661649, 4.70859314, 4.60114463, ..., 1.43123984, 0.72023168, 0.90044185], [ 2.2245034 , 3.54461907, 3.35504817, ..., 0.70859496, -0.75565882, -0.68361758], [ 2.5768816 , 2.24473014, 2.30675661, ..., 2.84682968, 0.98226849, -0.10854527]], [[ 3.27790522, 1.83561652, 2.54092598, ..., 2.32895616, -0.68056189, 1.03206029], [ 4.07649326, 1.77512784, 3.5424129 , ..., -0.0509381 , 1.53549515, 1.03492334], [ 3.39755783, 2.40727336, 2.49771407, ..., 0.66440994, -0.03967236, 0.12839711], ..., [ 1.46509356, 4.16215592, 4.0839192 , ..., -0.39776354, 1.63616206, -0.05346997], [ 3.40638963, 3.47888394, 3.15857355, ..., 1.39713549, 1.93448047, -0.2436394 ], [ 3.42406009, 2.67083349, 1.56662402, ..., 0.88985959, 1.17143314, 0.31515768]]]) - Latvia(chain, draw, Latvia_dim_2)float64-0.2791 -0.2093 ... 1.29 0.9256
array([[[-0.27912831, -0.20926964, 0.45322205, ..., 0.34172173, 0.60116042, 0.62859049], [ 0.77855487, 0.23124688, 0.28352391, ..., 0.86603067, 0.82780881, -0.07955061], [ 0.25091853, -0.4128448 , 0.67921309, ..., 0.80549184, 0.48579445, 0.4414916 ], ..., [ 0.51751705, -0.11203906, 1.4353581 , ..., 0.83680163, 1.00836494, -0.22271488], [ 0.32225071, -0.21925446, -0.51449596, ..., 0.07340515, 0.61514445, 0.11059714], [ 0.57148299, -0.65117609, -0.01578546, ..., 0.59708406, 0.34171336, 1.1066944 ]], [[ 0.50786037, 0.73878549, 1.69781576, ..., 1.19994311, 0.52482424, 0.48308569], [ 0.61647168, 0.83745965, 0.05075663, ..., 0.18335132, 0.81783606, 1.17571937], [ 0.28358077, 1.31472866, -0.0707304 , ..., 0.00583173, 0.64549997, -0.09831761], ... [ 0.20108083, 0.49175949, 1.34021353, ..., 0.31769059, 0.78949259, 0.78423195], [ 0.19642551, -0.35838551, 0.00804257, ..., 0.49206918, 0.98067796, 0.59890664], [ 0.03833998, -0.03700923, -0.47942139, ..., -0.63846341, 0.40154252, 0.42769272]], [[-0.15704976, 1.15850658, 0.42974161, ..., 1.71591126, 0.66327733, 1.85252182], [ 0.29536405, -0.87603896, -0.5320466 , ..., 0.19362649, 1.37901129, 0.24818974], [-0.85369649, -1.35320369, 1.44804798, ..., 0.24399176, 0.38314041, 1.27986084], ..., [-0.10184336, 0.32240803, 0.27824579, ..., 0.62841954, 0.17837282, 0.29900457], [ 0.15808899, 0.23930162, -0.24375447, ..., 1.6818072 , -0.35490956, 0.07022234], [ 0.52503802, 0.12485299, -0.36895202, ..., 0.01147307, 1.28952983, 0.92558035]]]) - Lebanon(chain, draw, Lebanon_dim_2)float64-0.09996 0.3551 ... 0.7031 1.613
array([[[-0.09995949, 0.35511582, -0.22312304, ..., 1.79448844, 2.1222712 , 1.30272335], [ 1.26223905, 0.52141477, -0.26571543, ..., 1.68880157, 0.58158975, 0.41185596], [ 0.4717791 , 0.46320556, 0.3906154 , ..., 0.86583714, 1.31031045, 0.16943968], ..., [-0.12451886, 0.41758474, 1.00492321, ..., 0.02101489, 0.64650803, 1.74458283], [ 0.70565333, -0.73932144, 0.35202892, ..., 0.51615922, 0.37607694, 0.91218054], [ 0.53601164, 0.70185333, 0.33892465, ..., 0.51381793, 0.67696563, 0.95527953]], [[ 1.16571507, 0.1112542 , 1.0463675 , ..., 0.95348784, 0.5651613 , 1.31645004], [ 1.09345195, 1.253793 , -0.67032953, ..., 2.69200877, 1.34138578, 1.11069093], [ 1.15878417, -0.03770809, 1.24829183, ..., 0.87657493, 2.53794063, 0.87186528], ... [ 0.24879275, 0.71712137, 0.31508949, ..., 1.49583697, 0.64153837, 1.0532081 ], [ 0.54752952, 1.18611367, 0.29742005, ..., 0.40787471, 1.34642408, 0.73996489], [ 1.4490427 , 0.71156657, 0.27725755, ..., 1.10873934, 0.91589166, 0.88922286]], [[ 1.7199337 , 0.08652814, 0.26208652, ..., 1.79970202, 0.41967706, 1.83036444], [ 0.18310521, 0.36749937, 0.4985108 , ..., 1.26353334, 2.14818991, 1.12719688], [ 0.84223397, 0.57432184, 1.05647666, ..., 0.28587579, 1.32719724, 1.65667862], ..., [ 0.70025193, 0.15708587, -0.1688602 , ..., 2.0409268 , 1.51090533, 1.61240735], [ 1.6251039 , 0.58714503, 0.61395075, ..., 1.55739062, 0.65983836, 1.40636052], [ 0.94168261, -0.03004933, 0.92278685, ..., 1.76171715, 0.70307011, 1.61320132]]]) - Lithuania(chain, draw, Lithuania_dim_2)float640.5638 -0.3777 ... 0.9873 1.301
array([[[ 0.5637703 , -0.37767996, 0.59321961, ..., 1.3115041 , 1.73133319, 2.26950369], [ 1.16517495, 0.86031309, -0.04118569, ..., 0.31855236, 0.89451907, 1.68704402], [ 1.41566608, 1.06018904, 2.16451393, ..., 1.08994334, 0.77646104, 1.79410272], ..., [ 1.45499924, 0.68689731, 1.91125787, ..., -0.62951498, 0.43551095, 1.47326107], [ 2.11658385, 0.85503606, 0.61710368, ..., 1.86992597, 1.82798343, -0.15212061], [ 1.55565348, 1.23970254, 1.42289473, ..., 1.22520062, 1.05693709, 1.72502385]], [[ 1.80783829, 2.06798894, 0.84441792, ..., 0.25702865, 0.68266326, 0.82016059], [ 0.93006478, 1.42079773, 1.06202985, ..., 1.46240847, 0.87446067, 0.22825231], [ 1.33374219, 0.23955149, 0.01359326, ..., 0.79568612, 1.45412041, 0.36862178], ... [ 1.02133132, 1.1710128 , -0.38173417, ..., 1.68982626, -0.64292036, 1.03367744], [ 0.8453332 , 0.85641898, 0.54224912, ..., -0.42294447, 0.34254484, -0.6298586 ], [ 0.87879987, -0.09834702, 1.20735969, ..., 0.49997135, 0.55688506, 0.74099467]], [[ 1.56786339, 0.57206406, 1.87001459, ..., 1.19497785, 0.83212889, 0.75486725], [ 0.67441667, 1.30244487, 0.99461106, ..., 0.64049169, 0.49567236, 1.07083099], [ 1.58967573, 0.39921025, 1.68201264, ..., 1.42280453, 0.74182392, 0.39452219], ..., [ 2.11832884, 1.43600514, -0.06086318, ..., -0.01765991, 0.58107651, 1.27911245], [ 1.13986281, 1.16422358, 1.11930983, ..., 0.80145624, 0.28435116, 1.20256715], [ 0.37537058, -0.34525726, 1.68814723, ..., 1.05143166, 0.98729084, 1.30138136]]]) - Luxembourg(chain, draw, Luxembourg_dim_2)float641.083 0.3073 ... 0.534 0.4746
array([[[ 1.0825185 , 0.30726286, 0.18310955, ..., 0.652387 , 0.41838915, 0.96047636], [ 0.75548765, 0.09986287, 0.28728902, ..., 1.13465127, 0.77219046, 1.22114229], [ 0.57647225, 0.6277254 , 0.86543553, ..., 0.60725424, -0.08371471, 0.47595512], ..., [ 1.11032497, 1.0048122 , 0.38018914, ..., 0.31030065, -0.00556538, 0.71703169], [ 0.48734316, 0.61936866, 0.13800738, ..., 0.28212334, 0.51437754, 0.55791476], [ 0.98054286, 0.30738186, 0.41046419, ..., 0.02020782, 0.38078018, 0.86240853]], [[ 0.82619687, 1.15019177, 0.73798615, ..., 0.31660967, 0.00718701, 0.77481871], [ 0.92252785, 0.55608737, 0.27502619, ..., 0.57473036, 1.01598542, 0.89582785], [ 0.68009249, 0.63563535, 0.46185248, ..., 0.25406014, 0.51856587, 0.18658931], ... [ 0.97262134, 0.45977476, 0.61767146, ..., 1.25501257, 0.84510292, 0.75298511], [ 1.32621042, 0.64483644, 0.17020444, ..., 0.03640665, 0.49475922, 0.52029327], [ 0.50873158, 0.5923143 , 0.13219092, ..., 1.11485945, 0.38974467, 0.67518574]], [[ 0.22746101, 0.35320121, 0.74838787, ..., 0.68531683, 0.48869542, 0.30569589], [ 1.29675909, 0.90777633, 0.49137653, ..., 0.19352992, -0.10661007, 0.33733362], [ 0.64175353, 0.55544037, 0.68666461, ..., 0.83386891, 0.66798848, 0.47174596], ..., [ 1.12278974, 0.16510153, 0.77163052, ..., 0.20181235, 0.61630338, 0.54372746], [ 0.84401793, 0.34166484, 0.34209261, ..., 0.11796799, 0.56793838, 0.75928785], [ 0.87081085, 0.05719378, 0.48049147, ..., 0.85681629, 0.533951 , 0.47455066]]]) - Malaysia(chain, draw, Malaysia_dim_2)float640.7899 0.4537 ... 0.3923 0.3501
array([[[ 0.78992039, 0.45374434, -0.54907903, ..., -0.10999112, 0.32680191, -0.07848407], [-0.03396213, 0.09440598, 1.18996518, ..., -0.31085282, -0.03484758, 0.51860752], [ 0.6063496 , 0.66716504, 0.02371056, ..., 0.24634037, -0.09430898, 0.91706695], ..., [ 0.83430547, 1.08891724, 0.72572821, ..., -0.26364788, 0.37763893, -0.43573988], [ 0.05998649, 0.00883744, 0.48799047, ..., 0.19963757, 0.77027617, 0.25917167], [ 0.82106797, 0.14633938, 0.37778416, ..., 0.5057591 , 0.46233091, -0.26005378]], [[ 0.45582897, -0.16424388, -0.06256198, ..., -0.38066786, -0.23495641, 0.04466615], [ 0.22444577, 0.80174286, 0.15881701, ..., -0.2195305 , 0.50937363, -0.53748094], [ 0.16089655, 0.89743955, -0.0481396 , ..., -0.24869768, 0.11048695, -0.06293995], ... [ 0.56557312, -0.02260837, 0.5867529 , ..., -0.37456128, 0.99624052, 0.09516699], [ 0.18149518, 0.72887593, 0.38813953, ..., 0.22880277, 0.33189476, 0.61071812], [ 0.73260741, 0.99951256, 0.50737059, ..., -0.46097388, 0.14895918, 0.02869285]], [[ 0.05025416, -0.26464636, 0.3292545 , ..., 0.1388657 , 0.48498119, -0.51470396], [ 0.91694532, 0.9170593 , -0.08039642, ..., -0.07982747, -0.0831918 , -0.68883741], [ 0.85407954, 0.50923213, 0.5836891 , ..., 0.47133668, -0.05103804, 0.4755741 ], ..., [-0.16272785, 0.9157537 , 0.52461809, ..., 0.06186669, 0.33645972, -0.28850511], [ 0.38469091, 0.04965031, -0.3456621 , ..., 0.91115156, -0.44077549, 0.0678886 ], [-0.38514018, 0.77353659, 0.12709412, ..., 0.26413465, 0.39225822, 0.35008014]]]) - Malta(chain, draw, Malta_dim_2)float640.7617 1.523 0.4353 ... 1.208 0.577
array([[[ 0.7617484 , 1.52331052, 0.43533418, ..., 0.57818384, 0.25249452, 0.41515697], [ 0.60218879, 1.09774851, 0.52754273, ..., 0.77130056, 1.12547407, 0.32891034], [ 0.35912961, 0.81963847, 1.06788605, ..., 0.71745859, 0.51460314, 0.68050871], ..., [ 0.66126067, 0.60293336, -0.13847007, ..., 1.42009847, 0.28399148, 1.42643148], [ 0.71736832, 0.23831853, 0.82443084, ..., 0.40068104, 0.76641301, 0.93166596], [ 1.18708708, 0.57602508, 0.73166769, ..., 0.21350467, 1.08391776, 0.48683115]], [[ 1.09968783, 0.75250064, 0.86424168, ..., 1.12922707, 0.42683267, 0.3819959 ], [ 0.71087161, 0.67789126, 0.51046938, ..., 0.76616657, 0.40875295, 0.7104509 ], [ 1.48607795, 1.07958593, 0.69167123, ..., 0.67993123, 0.66849987, 0.2479083 ], ... [ 0.43087314, 1.02475909, 0.49084441, ..., 0.74486656, 0.91288763, 1.12852087], [ 1.46128054, 0.58140689, 0.46735366, ..., 0.82632511, 0.57394465, 1.34529818], [ 0.23131521, 0.64643244, 0.32575795, ..., 0.72859463, 0.80610722, 1.19730642]], [[ 0.59102482, 0.63577594, 0.31327173, ..., 0.64707803, 0.60270959, 0.87629686], [ 0.59100583, 0.45519509, 0.71982216, ..., 0.97242164, 0.57676824, 0.10978429], [ 0.40855217, 0.701146 , 0.87002211, ..., 1.02513503, 0.73980501, 1.2466178 ], ..., [ 1.25566642, 0.76636699, 0.67454817, ..., 1.00653089, 0.61286107, 1.15213527], [ 0.56352861, 0.59244155, 0.44213795, ..., 1.07367177, 0.51351673, 0.24833242], [ 0.8455818 , 0.69147376, 0.54294993, ..., 0.92739541, 1.20763464, 0.57696267]]]) - Mexico(chain, draw, Mexico_dim_2)float643.512 4.02 4.87 ... 2.118 2.328
array([[[ 3.51211826e+00, 4.02045378e+00, 4.86969441e+00, ..., 2.13870730e-01, 2.63192443e-01, 1.23819219e+00], [ 4.39609236e+00, 3.04123448e+00, 4.35451864e+00, ..., 9.41320732e-01, 2.20196945e+00, 1.42050205e+00], [ 3.56323715e+00, 4.20058641e+00, 3.53928655e+00, ..., 3.83000894e-01, 2.05215042e+00, 3.52149078e+00], ..., [ 4.72366535e+00, 4.77883114e+00, 5.66563485e+00, ..., 1.17668556e+00, 4.72701257e-01, -1.64294760e+00], [ 4.02300702e+00, 5.05451114e+00, 4.83961745e+00, ..., 8.03723999e-01, 1.92081675e+00, 9.34107036e-01], [ 5.24098654e+00, 4.53410028e+00, 2.58320371e+00, ..., 1.38810432e+00, 2.95466999e+00, 2.87995729e+00]], [[ 4.06350687e+00, 3.93451320e+00, 4.25609016e+00, ..., 4.73207257e-01, 1.23229219e+00, -3.37876317e-03], [ 4.46302705e+00, 3.02357490e+00, 2.18015306e+00, ..., 9.25821054e-01, 6.98688719e-01, 2.51481560e+00], [ 4.63636170e+00, 4.71421668e+00, 4.81250859e+00, ..., 2.36360188e+00, 1.72542878e+00, 1.05079018e+00], ... [ 5.44647409e+00, 6.10513004e+00, 3.85742796e+00, ..., -3.20886889e-01, -8.13297938e-02, 1.17747487e+00], [ 2.95356186e+00, 3.76487465e+00, 3.08929384e+00, ..., 8.10984605e-01, 8.53573950e-01, 2.81313455e-01], [ 4.54914135e+00, 5.25435088e+00, 4.60835475e+00, ..., -6.24838242e-01, 1.39517759e+00, 4.21490581e-01]], [[ 4.70351109e+00, 4.54428293e+00, 3.24775462e+00, ..., 1.70162787e-01, 1.71274656e+00, 5.04668263e-01], [ 3.56208540e+00, 5.25988390e+00, 3.76989178e+00, ..., -6.94319845e-01, 1.22158888e+00, 1.50057983e+00], [ 2.93099447e+00, 2.94715057e+00, 3.08991363e+00, ..., 7.61099612e-01, 3.22144179e-01, 1.17265500e+00], ..., [ 4.00900185e+00, 2.80724399e+00, 4.49517225e+00, ..., 1.74207076e+00, 3.13529056e+00, 5.60555910e-01], [ 4.29661501e+00, 3.37890299e+00, 3.85019792e+00, ..., 3.29501009e-01, 2.17972335e+00, 2.03667801e+00], [ 3.84350278e+00, 4.18567640e+00, 5.96089371e+00, ..., -2.11121127e-01, 2.11780527e+00, 2.32823056e+00]]]) - Moldova(chain, draw, Moldova_dim_2)float643.208 2.646 3.43 ... 0.9444 1.041
array([[[ 3.20788607, 2.64624937, 3.43040774, ..., 1.44062239, 0.33181446, 1.08151704], [ 3.13260119, 4.33671787, 3.67717432, ..., 0.21931388, 1.40096106, 0.35935847], [ 3.59901511, 2.97459378, 3.79439539, ..., 0.14042031, 0.29874565, 2.1707156 ], ..., [ 4.41578795, 2.61557531, 3.16761703, ..., 0.47067394, 1.47890233, 2.22683464], [ 3.15100866, 3.18971774, 3.42555433, ..., 0.9117167 , 0.97032945, -1.18322062], [ 4.79565043, 3.70350651, 3.14899309, ..., 0.06605448, 0.7509088 , 1.46590488]], [[ 2.63294933, 2.75289321, 3.05714041, ..., 0.89287364, 1.71533393, 0.67086266], [ 3.27430773, 4.51820909, 3.11641448, ..., 0.65548842, 0.60723512, 1.79515775], [ 3.3030894 , 3.60542039, 2.66174983, ..., 0.06343222, 0.93173433, 0.54965055], ... [ 2.51489295, 4.95605991, 3.70515243, ..., 1.2026932 , 0.14712494, 0.71477119], [ 3.3839825 , 1.91577391, 3.37308637, ..., 0.32657874, 0.41209074, 0.14660931], [ 4.14588291, 3.04620026, 2.97718423, ..., 0.74138511, 0.14995261, 1.00585539]], [[ 3.2710754 , 3.65001353, 3.56086964, ..., 0.72900667, 0.59892279, 1.21259228], [ 3.43809047, 3.9918204 , 3.29690073, ..., 0.52595681, 0.83809314, 0.46172706], [ 4.53912943, 3.57659972, 2.61036394, ..., 0.36794358, 0.37292961, 1.15425215], ..., [ 3.92955265, 3.92411335, 3.93227384, ..., 1.31857259, 1.25362461, 0.46221255], [ 3.89370639, 2.03356874, 3.17145723, ..., -0.18099778, 0.40169618, 0.24447505], [ 3.28233734, 3.59907276, 2.78631832, ..., 1.32952398, 0.94436705, 1.04135858]]]) - Morocco(chain, draw, Morocco_dim_2)float643.49 2.507 2.474 ... 1.564 0.9295
array([[[ 3.49035831, 2.50716247, 2.47432813, ..., 0.40180418, 1.55897555, 0.34194317], [ 3.30320707, 2.72270221, 2.39528201, ..., 0.73518714, 1.4840156 , 1.43381539], [ 3.54626916, 2.17022466, 1.55636324, ..., 1.51009532, 2.53615798, 1.4467974 ], ..., [ 3.56009679, 3.43341619, 2.23056312, ..., 1.51072032, 3.10377727, 1.35448795], [ 2.5584475 , 4.45768177, 3.69566452, ..., 0.39375385, 2.6223824 , 1.75486792], [ 2.64585304, 1.73408515, 3.02251289, ..., 0.42375674, 2.09666908, 2.33709512]], [[ 3.32872393, 2.18879724, 3.07562992, ..., 0.29872457, 1.14130899, -0.80300244], [ 1.87533841, 2.2128829 , 2.12605585, ..., 2.41671731, 1.11551235, 1.45158239], [ 4.17429966, 2.99899072, 2.64809337, ..., 2.4448478 , 2.04382948, 1.90044763], ... [ 2.1773881 , 2.91610143, 2.59683341, ..., 1.96919204, 1.27503856, 1.94895377], [ 3.69722122, 0.69223212, 2.97273066, ..., 3.28225923, 1.73790158, 0.34805513], [ 3.5592964 , 2.50047811, 2.53135543, ..., 0.60041211, 1.68045974, 0.67845616]], [[ 3.58512032, 3.00690326, 3.7083925 , ..., 1.67706189, 1.12206824, 2.26294348], [ 3.45111753, 2.94729785, 3.1876855 , ..., 0.01474342, 1.94501243, 2.19880087], [ 3.40108504, 2.13988284, 2.31938274, ..., 1.82789235, 1.68043238, 1.74718565], ..., [ 3.24528932, 2.53508679, 1.84980796, ..., 1.57722803, 0.82779173, 2.19081082], [ 3.38266071, 3.00664512, 2.48703155, ..., 0.05952313, 2.41978455, 1.62209526], [ 3.35901099, 2.35636049, 2.1934188 , ..., 1.9951401 , 1.56371439, 0.92945468]]]) - Netherlands(chain, draw, Netherlands_dim_2)float641.255 1.252 ... 0.7869 0.6104
array([[[ 1.2550739 , 1.25215208, 0.71737075, ..., 0.80855684, 1.22510217, -0.10525944], [ 1.52453206, 1.09420162, 0.62989332, ..., 0.56133757, 1.0616062 , 0.19802461], [ 1.06560766, 0.94929664, 0.8474961 , ..., 0.46364486, 0.74727726, -0.27783021], ..., [ 1.64122305, 1.14343927, 0.92881668, ..., 1.0009686 , 0.23980388, 1.14301856], [ 1.37425666, 0.39202999, 1.07000287, ..., -0.18432676, 0.3676096 , 0.17163633], [ 0.67528684, 0.28540765, 0.95525396, ..., 1.23230156, 0.27947022, 0.42845124]], [[ 1.5695541 , 0.71977921, 1.12950654, ..., 1.25188937, 0.53448105, 0.78279873], [ 1.70838873, 0.67880627, 0.88001599, ..., 0.61436415, 0.88539474, 0.60926119], [ 1.57656378, 0.8510976 , 0.97687261, ..., 1.12879224, 0.17378883, 0.64255493], ... [ 1.30977805, 0.81065075, 1.24729856, ..., 0.80737429, 0.20554378, 0.6765511 ], [ 1.78688454, 1.0812934 , 1.6239224 , ..., 0.83318057, 0.09432318, 0.18233129], [ 1.59312056, 1.39703154, 0.94518227, ..., 1.05466796, 0.7055046 , 0.16056498]], [[ 0.63722253, 1.11050683, 0.73848571, ..., 0.11038893, 1.25624108, 0.74336408], [ 0.62787028, 1.4091305 , 0.94866451, ..., 0.44588931, 0.52597034, 0.79014932], [ 1.85956874, -0.11128564, 0.84524289, ..., -0.59361481, 0.18702478, 0.84489761], ..., [ 1.81035579, 0.89406582, 0.93262229, ..., 0.23979931, 0.63612838, 0.46448381], [ 1.46095798, 0.74826663, 1.09795092, ..., 0.66315781, 0.59750622, 1.36204132], [ 1.22254363, 1.33988395, 0.67495158, ..., 0.38338604, 0.78693558, 0.61037737]]]) - North Macedonia(chain, draw, North Macedonia_dim_2)float642.975 0.885 1.485 ... 0.1073 0.177
array([[[ 2.97452065, 0.88501026, 1.48465908, ..., 1.62475597, 0.24406661, 1.38890609], [ 2.51452216, 2.50820013, 2.58103961, ..., 0.85514498, 0.39876919, 0.3317596 ], [ 2.47745426, 1.38039396, 2.24765257, ..., 1.4008688 , 0.97804878, 0.79088397], ..., [ 1.90558059, 2.03256106, 1.82503785, ..., 1.12554035, 0.62573793, -0.22347376], [ 2.59535379, 2.07932316, 1.63887409, ..., 0.73155123, 0.45086178, 0.34973432], [ 2.53961317, 1.92455287, 2.06826401, ..., 0.36894988, 0.90546921, 0.35817166]], [[ 3.25041822, 1.9129837 , 1.88612721, ..., 0.6997346 , 0.78324619, 0.54357593], [ 0.85218623, 1.93393594, 1.86369816, ..., 0.65548616, 0.63149311, 0.771491 ], [ 2.42383256, 1.83211562, 1.95740823, ..., 0.27697474, 1.40136455, 0.43695926], ... [ 2.69870127, 1.54696521, 2.20399176, ..., 1.4077042 , 1.02152785, 1.23119259], [ 2.22043417, 2.65238044, 2.07834966, ..., 0.89199236, 0.79603952, 0.5294878 ], [ 2.92852352, 2.46972477, 2.61076713, ..., 1.42283199, 1.1447934 , 1.68803693]], [[ 2.84211319, 2.85969926, 1.05875701, ..., 0.81588371, 1.28380657, 2.21380884], [ 2.48320157, 1.86551035, 1.68316032, ..., 0.77270047, 0.8997796 , 0.16055723], [ 2.38472099, 2.65091998, 1.80875908, ..., 1.35422999, 1.35319853, 0.9732757 ], ..., [ 2.38143426, 2.2630354 , 1.98889189, ..., 0.7645694 , -1.0323759 , 1.84110427], [ 1.65812015, 1.51262412, 1.64086654, ..., 0.85054225, 1.37281857, 0.44391352], [ 2.21333392, 1.64374352, 1.77573157, ..., 1.06675457, 0.10726522, 0.17703861]]]) - Norway(chain, draw, Norway_dim_2)float640.571 0.7661 ... 0.07168 -0.1823
array([[[ 0.57097032, 0.76609658, 0.43198545, ..., 0.03417159, 0.21875097, 0.17057962], [ 0.72569387, 0.21761565, 0.23780424, ..., 0.10878664, 0.18337286, 0.35650636], [ 0.38486103, 0.16764763, 0.1370603 , ..., 0.16149363, 0.08654484, 0.11968205], ..., [ 0.43538981, 0.23207588, 0.24603967, ..., 0.31674184, 0.25992153, 0.16265769], [ 0.42434009, 0.59392239, 0.17853498, ..., -0.02418912, -0.2388168 , 0.55401823], [ 0.22680878, 0.55851922, 0.31921781, ..., 0.1225405 , 0.12340621, 0.23996663]], [[ 0.25485134, 0.43725856, 0.58671054, ..., -0.17982545, 0.24498927, -0.31100149], [ 0.37502879, 0.09148946, 0.23846818, ..., -0.06457108, 0.23060747, -0.21297932], [ 0.59636426, 0.16962236, 0.44453573, ..., -0.05618654, 0.03452905, -0.04936718], ... [ 0.34181393, 0.49216752, -0.0990616 , ..., 0.06192727, -0.36353346, 0.41613746], [ 0.79316904, 0.08638719, 0.16789332, ..., -0.02039468, 0.23482059, 0.09087025], [ 0.39486709, 0.28232306, 0.38781889, ..., 0.05658079, 0.12330855, 0.08623586]], [[ 0.30299748, 0.45675372, 0.38735998, ..., 0.10965794, 0.17385488, 0.29099034], [ 0.83813585, 0.01008227, 0.45790679, ..., 0.24114379, -0.04735774, 0.40527143], [ 0.45275974, 0.77853941, 0.6646892 , ..., -0.26498639, -0.01915998, 0.08323196], ..., [ 0.55124518, 0.32944833, 0.57003889, ..., 0.43586894, -0.08059293, 0.08035247], [ 0.18504609, 0.27904664, -0.06708238, ..., 0.38578041, -0.0864072 , 0.64335058], [ 0.59717055, 0.21860434, 0.32174081, ..., 0.2421799 , 0.07167987, -0.18229206]]]) - Pakistan(chain, draw, Pakistan_dim_2)float642.641 3.287 ... 0.09838 0.6275
array([[[ 2.6406746 , 3.2872404 , 4.02222431, ..., 0.9920161 , 0.65905947, 0.87106438], [ 3.82475253, 4.78060948, 1.41644475, ..., 0.32268344, 0.73129144, -0.07092818], [ 4.03561084, 3.53336526, 3.66850923, ..., 0.74615945, -0.65273964, 0.22047198], ..., [ 2.60954286, 2.45660076, 2.9768974 , ..., 0.51403257, 0.61263215, 1.04640819], [ 3.99544288, 3.42433235, 3.45129562, ..., 1.13688756, 0.74787439, 0.83314958], [ 4.66634172, 2.89952552, 2.7503017 , ..., 0.49881646, -0.12669652, 0.6583719 ]], [[ 5.06403515, 3.86083466, 2.53405978, ..., 1.49387621, -0.11232583, 1.42562031], [ 3.17169797, 3.68273636, 2.97877352, ..., 0.96648405, -0.00578874, 0.34364987], [ 3.19685622, 3.22728246, 3.07135692, ..., 2.33069999, 1.66833889, 2.15115253], ... [ 3.16682482, 3.08146989, 2.55855457, ..., 1.1492536 , 1.49615783, -0.17593837], [ 4.36175582, 4.43481506, 4.44944493, ..., 0.29266652, 0.44729399, 0.09321767], [ 2.6636938 , 1.93458576, 5.01705122, ..., 0.27336918, -1.18705871, 1.33264561]], [[ 3.27222794, 3.47444869, 3.44939559, ..., 2.28250543, -0.0553671 , 0.82176939], [ 3.61885671, 2.89776086, 4.08216142, ..., 0.14497655, 0.58701474, 1.03554983], [ 2.89737743, 3.23032135, 3.386391 , ..., 0.12162399, 0.85563419, 0.31634036], ..., [ 4.42931357, 3.70753495, 4.49913416, ..., -0.38066984, 1.68857802, 0.66759276], [ 3.95251167, 2.68901726, 2.45183643, ..., 0.17568415, 0.63453654, -0.26450919], [ 2.89580474, 4.24360913, 4.00216059, ..., -0.46468479, 0.09838474, 0.627536 ]]]) - Panama(chain, draw, Panama_dim_2)float642.59 3.875 2.749 ... 0.2642 1.699
array([[[ 2.59019241, 3.87543614, 2.74887809, ..., 0.59308995, 1.77967217, 1.1134361 ], [ 3.14899851, 3.31052755, 1.651868 , ..., 0.67100624, 0.37291914, 3.01646504], [ 3.56953438, 2.75801106, 3.02513727, ..., 1.43495579, 0.18640591, 0.76412082], ..., [ 3.61820443, 2.076832 , 2.42140276, ..., 0.22105431, -0.01816135, 0.74140991], [ 3.18083001, 3.52406611, 3.14963086, ..., 1.93739863, -0.01125007, 0.35357988], [ 3.02758734, 2.30529754, 3.06062767, ..., 1.26147124, 0.84704983, 0.22094941]], [[ 3.15669018, 2.74514865, 2.25398949, ..., 0.98577369, 2.12735163, 0.246305 ], [ 4.19356722, 2.68019178, 2.51012244, ..., 1.6556463 , 0.50566498, 0.75234697], [ 2.54258719, 2.80895698, 2.41043081, ..., 0.15618905, -0.66003092, 0.99652345], ... [ 2.56979655, 2.2257392 , 2.71784818, ..., 1.51598089, 0.09624025, 1.26795402], [ 2.02322227, 2.68112074, 2.60651177, ..., 2.30371717, 0.82980408, 0.10307427], [ 3.59996726, 1.52071702, 2.13213313, ..., 1.19677911, -0.00550717, 0.43664598]], [[ 4.40487828, 2.80630965, 2.33317521, ..., 1.25976106, 1.41217699, 1.43879231], [ 3.55555552, 2.36277435, 2.62674956, ..., 1.25266698, 1.01161257, 0.85793307], [ 3.29460144, 3.44455196, 3.56034455, ..., 0.27254736, 0.87168976, -0.06678046], ..., [ 3.02813344, 2.83849701, 2.18948399, ..., 0.73581135, 1.39549627, 1.1690456 ], [ 3.32574693, 3.64878844, 2.94752411, ..., 0.88923036, 1.69448066, 0.96219398], [ 3.27278373, 1.92339825, 4.21747373, ..., 0.99648904, 0.2641964 , 1.69858933]]]) - Peru(chain, draw, Peru_dim_2)float644.957 4.486 5.182 ... 0.6338 2.492
array([[[ 4.9571268 , 4.48635809, 5.18168074, ..., 1.48623581, -0.55748879, 0.37706353], [ 4.9835821 , 4.65775702, 2.57112394, ..., -0.16064855, 0.24210114, 2.2792646 ], [ 3.66186649, 6.04212487, 3.8988759 , ..., 0.63655817, 0.17331707, 1.71365696], ..., [ 4.2783819 , 3.36488277, 4.65614546, ..., 1.96063385, 1.45262066, 0.4065762 ], [ 7.64475086, 4.84143734, 4.11432936, ..., -0.56265758, 1.0024682 , -0.26028467], [ 4.11046818, 4.92406799, 3.85630478, ..., 0.66994705, 0.55902567, 1.19575308]], [[ 4.74681117, 4.81743058, 4.06342999, ..., 0.04352748, -1.55699186, 2.74297161], [ 3.90403991, 5.90593327, 5.29065271, ..., 1.01373365, 1.21933686, 0.65305821], [ 4.2816806 , 4.20734385, 5.17072239, ..., 0.90924812, 2.24332901, 1.18336972], ... [ 4.00841256, 4.13456947, 4.84892164, ..., 0.84824213, 0.07697429, 0.39919807], [ 3.22520919, 3.28275141, 5.14575342, ..., -0.25231201, 0.90135873, 0.14057189], [ 4.66028194, 4.19468367, 3.99789133, ..., 0.90454685, 0.49202283, 0.6605553 ]], [[ 5.1973613 , 6.07539016, 6.84056259, ..., 0.85205356, 0.42005826, 1.51294041], [ 5.16071154, 6.44955762, 5.36218842, ..., 0.38410061, 1.3500384 , 1.10991475], [ 3.78901078, 5.26583406, 4.06701675, ..., 0.80123678, 0.86114155, 0.19757446], ..., [ 5.35747616, 3.48409243, 5.83007749, ..., 2.47113775, 1.11052774, 1.2674896 ], [ 3.17679045, 5.11096507, 4.23469686, ..., 0.68167334, 1.22694944, 1.93619388], [ 4.899862 , 4.98577889, 5.01634515, ..., 1.07301751, 0.63381932, 2.49198539]]]) - Philippines(chain, draw, Philippines_dim_2)float643.639 4.008 1.602 ... -0.29 0.5937
array([[[ 3.63935434, 4.00836059, 1.60204084, ..., 0.09137334, 0.98977434, 0.74321251], [ 3.56590813, 3.57428102, 2.64414733, ..., 1.18158759, 1.66318333, 1.99717208], [ 3.39534529, 1.85837024, 2.5638964 , ..., 0.78354595, 0.83986774, 1.41569408], ..., [ 1.4377843 , 3.20279005, 1.33350611, ..., 1.53966698, 0.92727357, 0.22236499], [ 2.21835659, 3.45536653, 1.36068946, ..., 1.62448538, -0.98556503, 1.68797876], [ 3.09768526, 3.67780383, 1.53697023, ..., -0.09238075, 0.40362438, 1.53344523]], [[ 2.96856676, 2.87962642, 1.57544955, ..., 1.95717555, 1.25652571, 0.97115497], [ 1.77890069, 2.35616431, 3.56268177, ..., 0.08356512, 0.12671282, 0.30958269], [ 2.88402056, 2.8857037 , 3.26682272, ..., 0.20528584, 1.15886539, 0.44905572], ... [ 2.88553793, 3.54232592, 2.35871979, ..., -0.96995176, 0.81607794, 0.20272476], [ 3.16573796, 3.38177357, 1.88953111, ..., 1.34243363, 1.57746353, -0.36363947], [ 2.47575432, 3.70749302, 2.69431899, ..., -0.33939202, 1.70072861, 0.9540514 ]], [[ 3.43831847, 2.73504945, 3.42259099, ..., 0.0571796 , 0.11531732, 0.33370066], [ 2.39917817, 2.49123219, 2.10199639, ..., 0.29955636, 1.79557009, 0.34849132], [ 2.74460335, 2.07383719, 2.92866625, ..., 0.43620536, 1.34370799, 1.11185124], ..., [ 3.07530301, 2.56555916, 3.49375648, ..., 2.34706888, -0.04249996, 1.716978 ], [ 2.46356798, 3.15747234, 1.44471735, ..., 0.10002679, 0.588863 , -0.46782381], [ 3.72468404, 2.29891618, 1.78423577, ..., 0.75224498, -0.28997859, 0.59372739]]]) - Poland(chain, draw, Poland_dim_2)float642.505 2.591 1.899 ... 0.1473 1.096
array([[[2.50538784, 2.59099239, 1.89896106, ..., 1.45994648, 0.92257477, 1.07914862], [1.8993269 , 1.76461485, 2.1158037 , ..., 0.9450006 , 0.71725574, 0.32427092], [1.47665604, 2.14471709, 1.59912559, ..., 0.61490752, 0.5653822 , 0.48112225], ..., [1.85770502, 3.42692539, 1.84665494, ..., 1.50274161, 0.97202174, 1.35727609], [2.32776142, 1.68895928, 0.34897688, ..., 0.9252637 , 0.4096777 , 0.75855039], [2.08558006, 2.48597039, 1.45690275, ..., 0.54771526, 1.32202802, 1.86401753]], [[2.04565405, 1.85434265, 2.13217323, ..., 1.20011445, 0.94322479, 0.97348476], [1.61669677, 1.58693228, 1.57358262, ..., 0.66643871, 1.14594227, 1.40062492], [1.91592345, 2.14283666, 1.86359405, ..., 0.64885975, 1.83475789, 0.86136209], ... [1.61405956, 2.66739154, 2.70568115, ..., 0.7647968 , 0.29366814, 0.60641369], [2.40969386, 1.60086858, 2.30207156, ..., 1.0262344 , 1.11849168, 2.1651057 ], [2.08763032, 1.76619344, 1.74034942, ..., 0.82077207, 0.29858203, 0.87567462]], [[1.90193779, 1.89021801, 2.05661463, ..., 1.31336586, 1.45232022, 1.10629527], [1.63533194, 1.1565239 , 0.45282114, ..., 0.29281472, 0.46798412, 1.39571637], [2.5886246 , 2.30601203, 1.66163854, ..., 2.28530568, 0.99273552, 1.02865782], ..., [2.21890041, 2.07529383, 0.7125836 , ..., 0.92521859, 0.57916105, 1.29100554], [2.3653651 , 2.65689194, 0.95567194, ..., 1.20669237, 1.29558593, 1.30060966], [2.63028592, 2.11485903, 1.61393384, ..., 0.96590985, 0.14731417, 1.096123 ]]]) - Portugal(chain, draw, Portugal_dim_2)float641.447 1.613 1.47 ... 0.1417 0.8654
array([[[ 1.44748834, 1.61283273, 1.47013198, ..., 1.15390626, 1.02130369, 0.82097028], [ 1.71018525, 2.01165615, 1.61926929, ..., 0.91828804, 1.36392211, 0.93241118], [ 2.62358718, 1.77032524, 1.13886868, ..., 0.08113286, 1.03566315, 0.65473859], ..., [ 1.65579847, 1.85336515, 1.91613317, ..., 0.6938444 , 0.80730914, 1.17294826], [ 1.23592971, 1.57625559, 1.21716479, ..., 0.29048562, 0.62909696, 0.28093613], [ 2.03588889, 1.9841379 , 1.39544828, ..., 0.31598977, 0.46858242, 0.73935453]], [[ 1.15138983, 1.57535021, 1.7873827 , ..., 0.31929914, 1.13375972, 0.65630053], [ 1.72594465, 1.48084363, 2.00878396, ..., 0.71768484, 0.5892535 , 0.53153987], [ 1.35392767, 1.0536874 , 1.28173741, ..., 0.91392335, 0.75476611, 0.91884673], ... [ 1.8727466 , 1.96710872, 1.2990264 , ..., 0.57269271, 0.10039256, 1.04389076], [ 1.87366511, 1.60202068, 0.9460928 , ..., 0.14188535, 1.46616866, 0.87857941], [ 2.07746208, 1.99887317, 1.67651768, ..., 0.49973704, 0.61865406, 0.98450979]], [[ 1.60627851, 1.47166062, 1.2798815 , ..., 1.01605524, 0.87383109, 0.16606277], [ 1.62571432, 1.61952102, 1.84842203, ..., 0.69939531, 0.72588239, 0.63475823], [ 1.4725631 , 2.43932212, 1.15534348, ..., 0.59583615, 0.94271845, 0.06700055], ..., [ 1.40228821, 2.14327709, 1.08419556, ..., 1.02815652, 0.48725335, 0.83601086], [ 1.35806582, 1.58901238, 1.30899144, ..., 1.04418589, 0.24823562, 0.43046161], [ 1.46167003, 1.55158845, 0.78673957, ..., 0.89730069, 0.14174638, 0.86542729]]]) - Qatar(chain, draw, Qatar_dim_2)float643.087 3.845 4.084 ... -1.26 0.6913
array([[[ 3.08732604, 3.84467872, 4.08367152, ..., 1.95583708, 2.0393677 , 1.10165399], [ 3.84684667, 3.83320221, 4.45155549, ..., 0.61514453, -0.77467191, 0.99182624], [ 3.13815858, 6.31356927, 4.2305962 , ..., -0.50865231, -0.06586772, -0.27909768], ..., [ 2.58369354, 2.70172299, 3.79800246, ..., -0.74649348, 1.93884805, -0.03286626], [ 3.84234223, 4.4672777 , 3.17907311, ..., 0.99706802, 0.23150354, 1.28453661], [ 3.65427933, 3.88815181, 3.0614706 , ..., -0.99556162, 1.3150293 , 0.43631263]], [[ 3.20500314, 4.17938901, 3.06614085, ..., 0.14223561, 0.27385157, 1.1135178 ], [ 4.33583405, 4.88886496, 3.89148657, ..., 0.80014713, 0.02471239, 0.41644778], [ 3.16316229, 3.44871814, 3.44770035, ..., 0.53429248, 2.52174274, 0.20048849], ... [ 2.81098055, 2.62096109, 3.49535838, ..., 2.24327915, 0.58745815, 0.96318469], [ 3.68852133, 3.22301699, 4.00356275, ..., 1.70608019, 0.21346535, 1.06340905], [ 3.34888705, 4.18475271, 4.14263199, ..., 0.95604788, -0.15713699, -0.99085935]], [[ 3.67652213, 4.81979121, 4.6103786 , ..., -0.55847569, -0.30205431, 0.88247031], [ 2.81325129, 3.72329204, 2.43109132, ..., 1.24790955, 0.02581807, 0.83757025], [ 2.2450819 , 2.8971751 , 3.81702697, ..., 0.62253387, 2.45504421, 0.96546273], ..., [ 2.88235736, 5.14895166, 1.81799073, ..., 0.53902718, 1.23169531, 0.29876968], [ 3.43122113, 3.02802875, 3.33378373, ..., 0.26099074, 0.96354672, -0.05256727], [ 2.34387058, 4.31061508, 5.07777853, ..., 1.15167612, -1.25963465, 0.69127658]]]) - Romania(chain, draw, Romania_dim_2)float643.196 2.413 1.889 ... 1.007 1.182
array([[[ 3.19598983, 2.4128449 , 1.88912398, ..., 0.48098762, 0.77885221, 1.12836138], [ 2.26869262, 2.39006979, 2.79112277, ..., 1.3022421 , 0.57817495, 0.87015726], [ 1.92906004, 1.48792381, 2.15994825, ..., 1.49292157, 1.29687378, 0.90819746], ..., [ 2.86253846, 2.47353059, 2.42185979, ..., 0.70726474, 0.49806063, 1.00938466], [ 2.60506186, 1.85719216, 2.73620007, ..., 1.41096479, 1.08130375, 0.8083204 ], [ 2.49436936, 1.69849601, 1.78470419, ..., 0.91183662, 0.90594991, 0.5718463 ]], [[ 2.31833697, 1.68416644, 1.57846627, ..., 0.95769949, 0.67774335, 0.8552061 ], [ 3.2655729 , 2.47290412, 2.24994443, ..., 1.02586051, -0.07709894, 0.82499969], [ 3.25446275, 1.37980491, 1.89971018, ..., 1.29468576, 2.03546409, 1.20765761], ... [ 2.38348931, 2.13023643, 2.37252821, ..., 1.44914369, 0.78456592, 1.29563282], [ 2.51033225, 3.09224774, 3.42580757, ..., 0.99901944, 0.84418501, 1.28483452], [ 2.6441536 , 1.89568803, 1.96376346, ..., 1.20535006, 1.43382491, 0.53963101]], [[ 3.59491082, 2.78764882, 2.87170935, ..., 1.32824826, 0.62200709, 2.01017958], [ 2.6621232 , 2.92424286, 3.25951425, ..., 1.19721018, 0.97259751, 0.14229087], [ 2.19979512, 1.37561497, 1.99813556, ..., 0.1842185 , 1.07275618, 1.12001878], ..., [ 2.98746126, 2.21670274, 1.87294786, ..., 1.23764247, 2.43678029, 1.17989213], [ 2.7180341 , 2.34530389, 3.23968467, ..., 1.13741441, 1.15798095, 0.89770605], [ 3.31797226, 2.36191502, 1.41594718, ..., 1.48927622, 1.00669199, 1.18221219]]]) - Russia(chain, draw, Russia_dim_2)float644.414 4.844 3.474 ... 0.308 0.9405
array([[[ 4.414445 , 4.8443683 , 3.47386213, ..., 2.0164947 , 1.35277986, -0.14035212], [ 4.40908658, 6.89657415, 7.05308922, ..., -1.13262614, 0.35561276, 1.57984204], [ 5.57298874, 4.38270523, 5.5929165 , ..., 1.67177443, 0.63028533, 2.73231165], ..., [ 5.08612636, 4.04860216, 4.98053805, ..., 1.64744229, 0.83765654, 2.70486909], [ 4.69665558, 4.78967086, 5.33504662, ..., 0.45984634, 2.22485076, 1.58595006], [ 6.03920921, 5.81395162, 4.24730366, ..., 1.43284527, -0.38899259, 2.26119308]], [[ 4.19532555, 2.81739211, 4.46510331, ..., 1.54825366, 0.9497641 , 1.11731077], [ 5.93820001, 5.23263968, 6.06274592, ..., 0.23723702, 1.61428461, 2.0929748 ], [ 5.30320221, 6.21501818, 2.23429127, ..., 1.30415763, -0.23231459, 1.17033344], ... [ 4.32036405, 5.82629637, 5.22571714, ..., 2.30902452, 2.83697316, 0.87155672], [ 5.60671666, 5.05814366, 3.44329636, ..., 1.4244727 , -0.13313226, 2.21938878], [ 5.72964735, 5.45343312, 4.34583531, ..., -0.18079577, 2.4907779 , 1.72997128]], [[ 6.90002452, 6.30269624, 4.70322944, ..., 0.97066216, 0.82772114, 0.73156081], [ 6.2510741 , 4.28396876, 5.8067932 , ..., 0.84543117, -0.18627275, -0.08196878], [ 4.85687312, 5.70771995, 4.82592295, ..., 0.51550158, 2.45656427, 0.30700417], ..., [ 4.6612045 , 4.98287255, 4.95275588, ..., 1.48724343, 1.73693312, 1.48683724], [ 4.94219281, 4.68153304, 4.38841091, ..., 0.01225558, 1.56230743, 2.22296084], [ 4.38727313, 7.22472554, 5.68404597, ..., 0.34642873, 0.30803894, 0.94054628]]]) - Saudi Arabia(chain, draw, Saudi Arabia_dim_2)float643.919 2.903 5.304 ... -0.2872 2.658
array([[[ 3.9189727 , 2.90261256, 5.30413179, ..., 0.02159247, 0.44529387, 0.98353461], [ 4.2981857 , 3.48157284, 3.19222564, ..., 0.24961869, 0.06495788, 0.08646152], [ 2.24514072, 4.4894527 , 3.37844721, ..., -0.14419301, 0.62298977, -0.12964591], ..., [ 4.0961802 , 5.03440949, 3.44088964, ..., 0.35077987, 1.93553847, -0.17744359], [ 4.68468484, 2.11893322, 4.27380756, ..., 1.16240886, 2.17274057, 1.64888334], [ 4.27159173, 3.84280803, 5.35108489, ..., -0.84719918, 0.42710674, -0.45720604]], [[ 3.03977744, 4.91132068, 2.72460511, ..., -0.16127572, 1.46739491, 0.42369106], [ 3.94991767, 2.54624204, 2.81020052, ..., 0.13782682, 0.8501306 , 1.0493634 ], [ 2.45193095, 3.00454462, 3.18227091, ..., 1.11365739, 1.5979232 , -0.08822682], ... [ 4.74450805, 4.31476293, 3.83034015, ..., -0.85854888, 0.32584467, 0.91070388], [ 4.53768352, 3.6442979 , 3.66821462, ..., -0.36386633, 0.29900017, 0.89909471], [ 3.85114927, 5.37593711, 5.29755655, ..., 1.1931496 , 0.93793706, 0.33983849]], [[ 5.21227313, 4.83405779, 5.44713302, ..., 2.73799982, -1.25239507, 1.77695 ], [ 3.81330669, 3.61321858, 2.95152407, ..., 2.55662571, 0.07889173, 0.9447406 ], [ 3.30419948, 3.55709444, 4.60149715, ..., 1.3317203 , -0.05934585, 1.30079133], ..., [ 5.40634733, 4.63008977, 2.29913561, ..., 2.87771675, 1.8313238 , -0.1573596 ], [ 3.89904098, 4.19619897, 5.90274439, ..., -1.08978382, 0.35985291, 0.3117473 ], [ 3.43072759, 4.44700858, 4.03326294, ..., 2.09337284, -0.28724914, 2.65821489]]]) - Serbia(chain, draw, Serbia_dim_2)float642.922 2.598 2.525 ... 0.4519 1.169
array([[[ 2.92227356, 2.59756784, 2.52507125, ..., 1.01203873, 0.49602234, 1.23339057], [ 2.60002493, 2.33133513, 2.15258699, ..., 1.37492176, 1.05278838, 0.82075719], [ 2.92158863, 2.86465953, 2.34382992, ..., 0.54995938, 1.46047389, 0.35583455], ..., [ 2.38571076, 3.25360433, 2.29872169, ..., 0.61243601, 0.28937398, 0.76531022], [ 3.01063441, 2.06233749, 1.8031951 , ..., 1.11433056, 0.95525193, 0.17622132], [ 1.77198848, 2.03468407, 2.72582068, ..., 0.96487771, 0.23995417, 0.56949349]], [[ 2.37087577, 3.21312061, 1.77252449, ..., 1.54025298, 0.50421824, 0.85966427], [ 3.30691859, 2.9531595 , 2.35137397, ..., 0.92114169, 1.02416176, 0.08473963], [ 2.17637595, 2.66815415, 2.24981588, ..., 1.06736867, 1.4328014 , 0.9466572 ], ... [ 3.08103755, 2.13256966, 1.77546056, ..., 1.39719316, 1.04796207, 1.13207154], [ 3.09887494, 2.29965521, 2.17066156, ..., 1.21809861, -0.08874379, 0.70136674], [ 2.83267459, 2.53138581, 1.75045187, ..., 0.82256896, 0.52568691, 0.07610902]], [[ 2.75012053, 2.20895767, 2.36252336, ..., 0.77664149, 1.27487141, 0.37955369], [ 3.05171701, 2.31878245, 2.61232276, ..., 1.24045824, 0.60082552, 0.57440322], [ 2.2911732 , 2.47148756, 1.94653921, ..., 0.38611046, 0.78900414, 0.32948221], ..., [ 3.24357723, 1.96617301, 2.65166672, ..., 1.31533053, 1.29904546, 0.80990056], [ 2.79422823, 3.30331363, 2.53641629, ..., 0.11844362, 0.9914394 , 0.58296859], [ 2.49427445, 2.15042668, 1.92172952, ..., 0.55605064, 0.45194862, 1.16929942]]]) - Singapore(chain, draw, Singapore_dim_2)float644.549 3.466 4.089 ... 0.6489 0.6486
array([[[ 4.54879543, 3.46577418, 4.08860873, ..., -0.19175207, 1.89064069, -0.1006492 ], [ 4.16560244, 2.08897994, 2.33469426, ..., 0.6920534 , 1.97217063, -0.01127029], [ 3.12421786, 1.5124674 , 3.67630944, ..., 0.48022181, 0.49091726, 0.61029487], ..., [ 2.89784872, 4.28310438, 1.68016758, ..., 1.17506981, -0.23078161, 0.05226057], [ 2.75778006, 2.97139182, 3.27859335, ..., 1.45568754, -0.48942436, 0.78398014], [ 3.75801878, 2.69063517, 2.59318381, ..., 0.95623629, -0.227135 , 1.52555493]], [[ 3.11060652, 2.17562381, 3.48666247, ..., 1.48756166, 1.32951257, 0.40402925], [ 3.21730798, 3.00405309, 3.67687025, ..., 0.59986945, 0.31725134, 0.92725681], [ 4.76603894, 2.7472507 , 3.34079967, ..., -0.6783168 , 0.56763547, -0.13751542], ... [ 3.38296231, 2.96588903, 3.37700342, ..., -0.62573232, 1.43024204, 0.67891977], [ 3.51534132, 3.25412949, 4.24443568, ..., 1.4904371 , 0.85959167, 0.77357784], [ 2.61928009, 2.96000666, 3.4721226 , ..., -1.19516922, 0.35217952, 0.01498484]], [[ 3.53757951, 3.68890099, 2.70929235, ..., 0.25243995, 0.57169746, 1.53881225], [ 3.52017169, 2.80700607, 3.13019508, ..., -0.65421244, 0.39608298, -0.18795037], [ 3.05920718, 3.94984979, 2.2175595 , ..., -1.14996841, 0.52588012, 0.67021281], ..., [ 4.09654547, 4.38370978, 4.10236252, ..., 0.46428831, 0.64756727, 1.07318622], [ 3.51565325, 1.93077304, 3.936183 , ..., 0.27871725, 1.83044275, -0.7780147 ], [ 3.32733347, 3.74566507, 4.63212875, ..., 1.00604297, 0.64893479, 0.64858693]]]) - Slovakia(chain, draw, Slovakia_dim_2)float640.2289 0.3451 ... 1.901 1.706
array([[[ 2.28924249e-01, 3.45128204e-01, 8.24789834e-01, ..., 1.75585360e+00, 1.22536151e+00, 1.55050241e+00], [ 1.09580411e+00, 1.60405464e-01, 9.98907079e-01, ..., 8.91836091e-02, 1.66460715e+00, 9.00293331e-01], [ 7.59769583e-01, 1.43980201e+00, -2.09873344e-01, ..., 1.19781436e+00, 5.48359763e-01, 1.26171783e+00], ..., [-2.48131175e-03, 1.52110311e+00, -2.66009449e-01, ..., 2.12685905e+00, 9.59519287e-01, 6.39247930e-01], [ 2.42144213e-01, 3.03299839e-01, -3.11747371e-01, ..., 1.61924031e+00, 9.74609091e-01, 3.43208322e-01], [ 1.47640995e+00, 9.43970937e-01, 3.21088164e-01, ..., 1.76439915e+00, 8.50964275e-01, 2.99710737e+00]], [[ 3.75829082e-01, 1.22865955e+00, 3.60514340e-01, ..., 2.16532218e-01, 2.43380082e+00, 9.21795212e-02], [ 1.01358452e+00, 3.62593295e-01, -3.80109622e-01, ..., 1.30050917e+00, 1.56264158e+00, 8.11157408e-01], [-6.59066455e-02, 5.31840528e-01, 4.23359104e-01, ..., 5.44977620e-01, 2.22690592e+00, 8.86939019e-01], ... [ 1.07429912e+00, 1.45583067e+00, 6.20798377e-01, ..., 8.03083444e-01, 1.20262876e+00, 1.00001337e+00], [ 9.02510930e-01, 7.03448250e-01, 9.29437068e-01, ..., 1.31728716e+00, 1.21031197e+00, 1.95582540e+00], [ 9.37211657e-01, 5.67089633e-01, 9.20185276e-01, ..., 1.05245691e+00, 1.03045723e+00, 1.22202690e+00]], [[ 2.75877884e-01, 1.07653733e+00, 2.86908789e-01, ..., 2.96890284e-02, 1.83449020e+00, 1.00650723e+00], [ 1.21988942e-01, 7.32737068e-01, 1.10808734e+00, ..., 7.68677382e-01, 1.53457803e+00, 3.42697717e-01], [ 1.28245738e+00, 4.83834056e-02, 9.48895497e-01, ..., 1.65777768e+00, 1.32068151e+00, 1.92037248e+00], ..., [ 3.37067098e-01, 7.80346149e-01, 8.26229760e-02, ..., 1.65430929e+00, 8.66397231e-01, 7.13924251e-01], [ 5.41134933e-01, 1.70018375e+00, 7.55373870e-01, ..., 7.95777504e-01, 1.39055247e+00, 1.39765218e+00], [ 4.03877321e-01, 4.74901692e-01, 3.00739825e-01, ..., 1.14010665e+00, 1.90111452e+00, 1.70557174e+00]]]) - Slovenia(chain, draw, Slovenia_dim_2)float640.6772 0.6046 ... 0.9936 0.5712
array([[[ 0.67722106, 0.60463403, -0.42986671, ..., 0.60407425, 2.20831944, 1.29809344], [-0.28303529, -0.88768578, -0.48385695, ..., 0.17068414, 0.60769698, 1.02554652], [ 0.29831933, -0.26708684, 0.75417765, ..., 0.99622099, 0.06453404, 0.62712379], ..., [-0.85375969, -0.8539079 , 0.32594377, ..., 0.13558 , 1.37676975, 0.48041163], [-0.14570698, 1.17512394, -0.47988187, ..., 0.66915028, 1.17485234, 2.11352977], [ 0.13976476, -0.51035005, -0.51907393, ..., 0.79152137, 1.53358296, 0.40265255]], [[ 0.3599606 , -0.08965874, -0.46504158, ..., 0.93179127, 0.13199827, 1.90674496], [-0.77281424, 0.8543654 , 0.17643097, ..., 1.66870279, 1.90969885, 1.87057725], [-0.54207071, -0.51538415, -0.58230265, ..., 0.64747512, 1.67351715, 1.56684617], ... [ 0.61738966, 0.85037958, -0.15215145, ..., 1.565155 , 0.55081391, 1.06137975], [ 0.55927349, 0.45303536, 0.00982437, ..., 0.79868142, 0.9621672 , 1.57051399], [ 0.14849727, -0.24450509, 0.14274215, ..., 0.91392535, 0.29869909, 1.82401533]], [[ 0.881819 , -0.29843044, -0.00428644, ..., 1.10095377, 1.12556685, 0.66399012], [ 0.52756946, -0.60798864, -0.090744 , ..., 1.68711217, 0.0970482 , 2.21604422], [ 0.51626859, -0.03946322, -0.54565393, ..., 1.26287784, 1.06578896, 0.84387455], ..., [-0.07094488, 1.16356987, -0.34963902, ..., 1.24053492, 0.25225205, 0.15066141], [ 0.74518748, -0.17345713, 0.03949189, ..., 0.7743552 , 2.24537739, 1.00117537], [-0.10812045, 0.63529039, 0.20761037, ..., 1.42546452, 0.99364819, 0.57119555]]]) - South Africa(chain, draw, South Africa_dim_2)float643.47 2.583 2.717 ... 1.469 3.124
array([[[ 3.47032151, 2.58305218, 2.7171443 , ..., 3.27337636, 1.63329646, 2.33235603], [ 3.52149336, 4.05026252, 5.73846621, ..., 1.10631209, 0.56373305, 2.58654461], [ 3.33735611, 1.5973751 , 2.20311409, ..., 1.86153726, 2.71456118, 1.8655649 ], ..., [ 3.78157032, 3.55919176, 5.67741286, ..., 1.76099907, 0.16575489, -0.71586983], [ 4.35792786, 3.67968423, 1.21447702, ..., -0.13379712, 0.9161555 , 2.74029587], [ 4.12806278, 4.55672702, 2.90631175, ..., 2.07187825, 3.88429338, 1.65128653]], [[ 5.94246709, 4.18588754, 4.74901077, ..., 0.56925726, 3.04337901, 2.99633617], [ 1.57458675, 5.15544607, 3.52970117, ..., 1.58261247, 1.34476016, 2.69048968], [ 3.98985008, 2.77512267, 3.92867047, ..., -0.60598945, 2.2012922 , 1.71893496], ... [ 4.64238758, 4.92904423, 4.10592494, ..., 1.15081125, -0.14383002, 1.57255498], [ 3.63497172, 4.02681538, 2.86395475, ..., 2.41703659, 0.50012454, -0.24712322], [ 4.09848562, 3.595138 , 3.49326344, ..., 0.52824052, 1.35659554, 3.72895156]], [[ 5.35169311, 3.01539735, 2.72958436, ..., 3.39368652, 1.8117398 , 1.00026883], [ 4.31726914, 1.97535214, 3.26901955, ..., 0.1197875 , 1.55281374, 2.83004751], [ 3.8461555 , 2.70770769, 3.50909313, ..., 3.09139805, -0.72987865, 2.62166593], ..., [ 3.31332488, 3.87139534, 3.42420922, ..., 2.43941651, 4.38152503, 0.87950614], [ 1.93793986, 4.90489717, 3.68138118, ..., 0.94594645, 0.94153366, 2.48966726], [ 5.0041778 , 3.02007899, 1.04265188, ..., 3.23477831, 1.46906232, 3.12393595]]]) - Spain(chain, draw, Spain_dim_2)float641.205 1.205 0.7444 ... 0.9346 0.663
array([[[1.2052334 , 1.20477268, 0.74436004, ..., 0.29404429, 0.3634725 , 0.80400695], [1.37273882, 1.24544723, 1.27754612, ..., 0.77296487, 0.42208572, 0.23579426], [1.30248295, 1.09353588, 1.31148776, ..., 0.62024731, 0.48938835, 0.31006272], ..., [1.52776241, 0.83226133, 1.07041691, ..., 0.62961664, 0.3720702 , 0.50868066], [1.43495886, 0.82273692, 0.88702886, ..., 0.43094653, 0.32578557, 0.95287641], [1.27078526, 1.07301282, 0.85218524, ..., 0.81748791, 0.82851565, 0.4964996 ]], [[1.32607772, 1.28376824, 0.7055409 , ..., 0.17424082, 0.5394728 , 0.61799043], [0.90516189, 1.18089401, 1.01825109, ..., 0.66090376, 0.42673233, 0.31463177], [1.01253486, 1.32954574, 0.82040137, ..., 0.42505487, 0.39360265, 0.35543196], ... [1.03296032, 0.85472266, 0.82391614, ..., 0.19294178, 0.49469661, 0.40317959], [1.24350231, 1.57493354, 1.19729482, ..., 0.57908856, 0.25996333, 0.66616776], [1.67282709, 1.03682759, 0.60487934, ..., 0.37332183, 0.83688244, 0.24930202]], [[1.09739328, 1.25371313, 0.44203917, ..., 0.81540241, 0.64982291, 0.20822098], [1.17520866, 1.2915994 , 0.65476029, ..., 0.64449413, 0.12110687, 0.14566036], [1.45712909, 1.28692462, 0.96713099, ..., 0.32725394, 0.23609971, 0.3488369 ], ..., [0.99026143, 0.98410972, 0.69538377, ..., 0.21397423, 0.32154155, 0.3292674 ], [1.91746013, 0.87828673, 0.84184778, ..., 0.78916165, 0.64714097, 0.67162981], [1.54138993, 1.42827659, 0.959256 , ..., 0.48314237, 0.93460359, 0.66301497]]]) - Sweden(chain, draw, Sweden_dim_2)float641.162 2.052 1.699 ... 1.437 0.3724
array([[[ 1.16157946, 2.05163241, 1.6986795 , ..., 0.05807981, 0.30215401, 0.54027814], [ 1.96899695, 2.01693574, 1.46912777, ..., 0.50365587, -0.00403427, 0.35935431], [ 1.58579221, 1.54160672, 1.30091462, ..., -0.50611798, 0.41545121, 0.58318207], ..., [ 1.77827783, 2.60596461, 1.25902857, ..., 0.37794464, 0.60799153, 0.77877525], [ 2.57330969, 1.90003115, 0.9606682 , ..., 0.16935983, 0.72122451, 0.10207502], [ 1.68746177, 1.728265 , 1.2025538 , ..., 0.77125563, -0.01406331, 0.97749033]], [[ 1.89420696, 1.67691834, 1.48767769, ..., 0.666803 , 0.60614398, 0.47802131], [ 1.38348548, 2.0975979 , 1.04302202, ..., 0.74273768, 1.3152517 , 0.48288953], [ 1.97806346, 1.59304288, 1.21367819, ..., 0.67070889, 0.4596523 , -0.03217559], ... [ 1.62315574, 1.4430099 , 0.88864348, ..., 0.26528752, 0.94800351, 0.16964537], [ 1.80100784, 1.36598222, 1.24651302, ..., 0.56594148, 0.94100745, 0.54123654], [ 1.70327044, 1.56739809, 1.50500156, ..., 0.4454023 , 0.89782189, 1.16531987]], [[ 2.11509369, 1.94021237, 2.43618632, ..., 0.3081824 , -0.08818831, 1.19535813], [ 1.07427155, 2.45441467, 2.12094715, ..., 0.39517099, 0.74582823, 0.77710217], [ 1.7940394 , 1.92722658, 0.9986845 , ..., 1.13599506, 0.47530968, 0.60911819], ..., [ 1.71382556, 1.99075395, 1.76547025, ..., -0.03271519, 0.19018113, -0.23101725], [ 1.69125457, 1.98725336, 1.54353047, ..., 0.72932653, 0.30205516, 0.65319322], [ 1.63998933, 1.58375126, 0.83916408, ..., 0.6446194 , 1.43675872, 0.37243647]]]) - Switzerland(chain, draw, Switzerland_dim_2)float640.49 -0.1967 ... 1.628 0.8126
array([[[ 4.89970687e-01, -1.96697812e-01, 4.35826705e-01, ..., 3.99755582e-01, 7.47489415e-01, 1.43660696e+00], [ 5.48972350e-01, 4.50031857e-01, 2.06289071e-01, ..., 1.78626660e-02, 1.05898574e+00, 2.73464866e-01], [ 5.96957474e-01, -2.10296555e-01, 1.65451888e-01, ..., 3.16619030e-01, 5.03834791e-01, -2.73675073e-01], ..., [ 6.60312968e-02, 4.29127730e-02, -1.57969365e-01, ..., 1.50142857e-01, 1.63998598e-01, 7.32952253e-01], [ 4.47185619e-01, 4.02943530e-01, -1.29106018e-01, ..., 8.68330107e-02, 7.71441301e-01, 6.49016501e-01], [ 5.29268487e-01, 1.19985617e-01, 1.40233165e-01, ..., 7.49724387e-01, 3.69331752e-01, 4.35675573e-01]], [[ 6.30226601e-01, 1.00578955e+00, -1.06285591e-01, ..., 1.39318102e+00, 1.11937207e+00, 7.21674298e-01], [ 3.59894499e-01, 6.29935839e-01, 7.30927088e-01, ..., 1.17309325e+00, -1.42532962e-01, -4.91608798e-02], [ 3.49515881e-01, 3.75916184e-02, 9.77146436e-01, ..., 1.23688630e+00, 8.84049731e-01, 1.90077569e-01], ... [ 9.82293086e-01, 1.21322257e+00, 6.87547563e-01, ..., 9.09284047e-01, -1.21570756e-01, 7.41003023e-01], [ 3.96294101e-01, -9.17270179e-02, 7.96060518e-01, ..., 6.49642084e-01, 8.12106960e-01, 9.02444473e-01], [ 1.15172799e+00, -9.36576199e-03, 8.39623077e-01, ..., -2.07088507e-01, 1.50612266e-01, 5.55923175e-01]], [[ 7.41664700e-01, -4.09551705e-02, 8.88398911e-01, ..., 3.26628955e-01, 7.80125238e-01, 1.68676644e-01], [ 9.40036583e-01, 1.61167407e-01, 7.61687193e-01, ..., 1.32349078e-03, 7.80617145e-01, 2.76720858e-01], [ 3.79378836e-01, 6.12882797e-01, 5.44802556e-01, ..., 1.67469348e-01, 8.04502530e-01, 8.47534653e-01], ..., [ 2.00714104e-01, -5.49447681e-01, -7.72943876e-02, ..., 7.21953110e-01, 4.46713491e-01, 7.39171520e-01], [ 7.95981247e-01, 1.00983121e+00, 2.10193550e-01, ..., 2.24205983e-01, 5.40919671e-01, -2.21724607e-01], [ 9.85816140e-01, 3.89087607e-01, 2.66025937e-01, ..., 9.64143018e-01, 1.62758209e+00, 8.12647866e-01]]]) - Thailand(chain, draw, Thailand_dim_2)float640.008777 1.198 ... -0.258 -0.1127
array([[[ 0.00877704, 1.19802401, 0.16249762, ..., -1.33973901, -1.35663927, -0.5321178 ], [ 1.223957 , 0.20353439, -0.1442185 , ..., -1.36478613, -1.22885662, -0.5679837 ], [-0.70439115, -0.1340771 , 0.41118388, ..., -0.59808777, -1.76964851, -1.60155332], ..., [ 0.63207085, 0.2398453 , 0.38707956, ..., -1.82187347, -0.68962738, -1.37449545], [ 0.27885492, 0.61497191, 0.06630667, ..., -0.92929067, -1.65323673, -1.91115981], [ 0.63349496, 0.5769672 , 0.38836538, ..., -0.22397397, -0.62753462, -1.13516593]], [[ 0.03600715, 0.42729471, 0.7025049 , ..., -0.61364317, -0.82783472, -1.23376508], [ 0.8984838 , 0.86772955, 0.85164907, ..., -1.01431163, -0.58817207, -1.38954094], [-0.30773375, 0.01929152, 0.54191393, ..., -2.10950655, -0.7496745 , -1.09963724], ... [-1.04422517, -0.13415185, 0.07500216, ..., -1.20985844, -1.92222487, -1.15565897], [ 0.45957891, 0.01587658, -0.76259454, ..., -0.82307573, -0.89909669, -1.47308605], [ 1.10859437, 0.74293181, 1.33419908, ..., -1.86878753, -1.12572135, -1.5476444 ]], [[ 1.0695427 , 0.17911987, 0.67145289, ..., -1.44442442, -1.62458625, -0.88634582], [ 0.36429172, 0.79266384, -0.83678522, ..., -0.55939137, -1.201095 , -1.73722249], [ 0.9581574 , -0.28971892, -0.13126207, ..., -0.70787271, -1.37062789, -2.07800633], ..., [ 0.38166366, -0.05326901, 0.8391477 , ..., -0.6900887 , -0.62375675, -0.78829388], [ 0.91077836, 0.76272686, 0.64020298, ..., -0.84811646, -1.72067059, -1.29521402], [-0.12790624, -0.15862296, -0.34864346, ..., -2.10156683, -0.25801055, -0.11265258]]]) - Turkey(chain, draw, Turkey_dim_2)float643.334 4.157 ... -0.02307 0.3119
array([[[ 3.33443052, 4.15676906, 3.06323378, ..., -0.39943942, 0.12468547, -1.24950898], [ 3.16232541, 2.23286492, 3.01378262, ..., 0.14296782, 0.87594679, 0.5235367 ], [ 3.20548802, 3.4546025 , 3.36406784, ..., -0.22665408, 1.36219195, 0.2428559 ], ..., [ 4.09138414, 2.97302241, 3.48858609, ..., 0.45955204, 0.06541966, 0.04438796], [ 3.48038333, 2.00841908, 3.46516173, ..., -0.15233345, 0.74990577, 0.61248295], [ 3.33246751, 2.80678203, 3.0785183 , ..., -0.26137779, -0.0697372 , -0.37176767]], [[ 2.98031056, 2.97172213, 2.6580774 , ..., 0.11573541, 1.17133498, 0.4354783 ], [ 2.6153225 , 2.43246625, 2.91904137, ..., 0.14645612, -0.04007329, 0.60184969], [ 3.19733528, 3.19483467, 3.60818409, ..., -0.36344555, 1.11137472, 1.2138907 ], ... [ 5.11858061, 2.86527051, 3.12087321, ..., 0.40286168, 0.00629767, 1.23717392], [ 3.39727597, 2.58713805, 3.6848218 , ..., 0.6320394 , 0.31247448, -0.58388785], [ 3.249169 , 2.82610111, 3.36819202, ..., 0.6069977 , 0.98519549, 0.02475764]], [[ 3.72397249, 3.03906767, 4.24502364, ..., 0.53452007, 0.56351458, 0.98336346], [ 3.93681405, 2.71262984, 2.86792739, ..., 0.92579394, 0.08302027, -0.36486033], [ 3.88211367, 3.00557294, 2.71017297, ..., 0.12378477, -0.07942484, 0.74447759], ..., [ 3.06629031, 2.93505477, 2.35821067, ..., 0.71171409, 0.27953635, 0.75225914], [ 4.00165048, 4.06837826, 2.98351124, ..., -0.33581236, 0.56960548, 0.48586182], [ 2.99787446, 2.81184197, 3.09792634, ..., 0.39164944, -0.02306967, 0.3119029 ]]]) - US(chain, draw, US_dim_2)float643.36 3.179 2.986 ... 0.5637 0.8041
array([[[ 3.35999272, 3.17917581, 2.98578973, ..., 0.53654228, 1.21127281, 0.98989962], [ 2.73987609, 2.21501215, 2.15030712, ..., 0.7139731 , 0.46886934, 1.47544734], [ 3.92693971, 1.51271777, 2.83350645, ..., 0.54447071, 0.45370879, 0.411133 ], ..., [ 3.08849087, 2.45955965, 2.74921424, ..., -0.26863373, 1.3034486 , 0.82212513], [ 2.8922337 , 3.21475142, 2.43687251, ..., 1.59383275, 1.12821209, 0.65040959], [ 2.87027043, 2.51657509, 2.19964213, ..., 0.3187619 , 1.79469921, 0.12734275]], [[ 2.84527224, 1.78935077, 2.50490373, ..., 1.16777483, 0.50567014, 0.64197474], [ 3.3801412 , 1.56262131, 3.26236781, ..., -0.02038124, 0.74405224, 1.4091176 ], [ 3.00232913, 3.08218812, 1.37963102, ..., 0.16707737, 0.37519444, 0.69532334], ... [ 2.14338048, 2.59199424, 2.58053113, ..., 0.75865038, 0.8315657 , 1.21615773], [ 2.77923819, 2.50482016, 2.45608102, ..., -0.04200969, 0.57653953, 0.63975861], [ 2.11229318, 2.34822705, 2.22495802, ..., 0.29917595, 1.1884316 , 0.02459849]], [[ 2.55647896, 3.11110609, 3.03428764, ..., 0.95889287, 1.08584814, 0.18793533], [ 2.71297863, 2.60276826, 2.7715263 , ..., 0.64216511, 0.07142614, 0.89341966], [ 3.20473774, 2.37445647, 2.53680937, ..., 0.01083214, 0.93559108, 0.93296318], ..., [ 2.60305436, 2.8167056 , 2.33902511, ..., 1.50821628, 0.80164541, 0.84542482], [ 3.50496582, 2.11267366, 2.32741233, ..., 0.69710814, 0.42433493, 1.47393772], [ 2.13131499, 3.1389502 , 2.42399229, ..., 0.66096278, 0.56370356, 0.80409062]]]) - United Arab Emirates(chain, draw, United Arab Emirates_dim_2)float645.466 4.065 ... -0.3632 0.2649
array([[[ 5.46588392, 4.064814 , 3.95310509, ..., 0.38615638, 0.189172 , 0.23137015], [ 4.75898064, 3.21242612, 3.73699179, ..., 0.44672582, 0.36396494, -0.68096704], [ 3.44116032, 3.82523505, 3.64221092, ..., -0.34219702, 0.83715319, 1.79649966], ..., [ 4.24908521, 3.67331786, 2.68860741, ..., -0.09733184, 0.77260936, 0.223108 ], [ 3.73177181, 4.86901454, 2.68622248, ..., 0.03328013, -0.02660852, 0.55408723], [ 3.7361776 , 3.84066987, 4.68565144, ..., 0.26215905, 0.82175262, 0.9043293 ]], [[ 3.51679017, 2.72928559, 3.14748626, ..., -0.50628983, 0.92908617, 0.96293738], [ 3.23219652, 3.69578347, 3.40047154, ..., -0.61605552, 0.12458401, 0.78407451], [ 1.73113203, 3.45260661, 3.10557564, ..., 1.51282176, 0.89910418, -0.22306085], ... [ 4.46767949, 3.75246942, 2.1846702 , ..., 0.45573472, 0.86043975, 1.05109057], [ 4.00081715, 3.76243472, 2.45879427, ..., 2.20690002, 0.11327218, 1.66690065], [ 3.00118561, 3.26891372, 2.81518407, ..., 1.77665484, 0.13811545, 1.39412353]], [[ 3.49675985, 2.95870299, 3.08907554, ..., 0.95457529, 1.82994167, 0.8081526 ], [ 2.92395375, 4.63964522, 2.7922911 , ..., 0.01747123, 0.05222754, 0.48990733], [ 3.51295252, 5.73261574, 3.52978248, ..., -0.30471654, 0.36960648, 1.93076944], ..., [ 3.42166642, 2.61578902, 4.1017658 , ..., 0.78508035, 0.94356061, 0.45273139], [ 3.95137859, 4.72824434, 3.3564052 , ..., 0.64265125, 0.82151442, 1.69238202], [ 3.64475683, 4.18697621, 3.19630142, ..., 0.32176989, -0.36324927, 0.26489467]]]) - United Kingdom(chain, draw, United Kingdom_dim_2)float642.355 1.351 1.639 ... 1.348 0.3585
array([[[ 2.35507149, 1.35072025, 1.63856627, ..., 0.3793017 , 1.21799988, 0.77352651], [ 2.03639935, 2.01588855, 1.85376397, ..., 0.79309874, 0.52527405, 0.63230022], [ 1.86368221, 1.16910272, 2.0207975 , ..., 1.08905414, 0.18848742, 0.73906671], ..., [ 1.95991726, 2.1774839 , 1.50560848, ..., 0.56230158, 0.42601595, -0.02958527], [ 1.72387133, 1.92417501, 2.42214542, ..., 0.66515657, 1.19977732, 0.78244047], [ 2.13524751, 1.88022153, 1.66934251, ..., 0.64177665, 0.60089912, 0.75219457]], [[ 1.70765645, 1.2849418 , 1.57817451, ..., 1.01718152, 1.07641724, 0.13653325], [ 1.95057861, 1.21198889, 1.75524641, ..., 0.69747735, 0.74217543, 0.60859627], [ 1.94180678, 1.61054336, 1.62648689, ..., 1.07107875, 0.99986039, 0.75386165], ... [ 1.76054987, 1.50709299, 0.55452994, ..., 0.75382224, 1.27669049, 0.48102731], [ 1.73494386, 1.6506975 , 2.50602838, ..., 0.79532774, 0.59196417, 0.44655025], [ 1.92797448, 1.8131497 , 2.12861463, ..., 0.84980821, 0.74335765, 0.04118741]], [[ 1.75313682, 1.61604832, 1.29439081, ..., 0.09083737, 0.31521951, 0.35488053], [ 1.48423682, 1.51778073, 1.08825781, ..., 0.41829447, 0.6964545 , 0.62820456], [ 2.12143351, 2.2508611 , 1.55259247, ..., 0.8828389 , 0.74699982, 1.07604209], ..., [ 2.01055567, 1.97157883, 1.42208915, ..., 0.99406991, 0.26560597, 0.82062618], [ 1.57819432, 1.3779948 , 1.63072411, ..., 0.22320245, 0.87660364, 0.79026783], [ 2.32916719, 1.16365383, 1.31974947, ..., 0.77248693, 1.34847473, 0.35849348]]]) - Uruguay(chain, draw, Uruguay_dim_2)float640.477 0.4477 ... 0.176 -0.3306
array([[[ 0.47699266, 0.44769237, 0.10495785, ..., -0.63216486, 0.20380074, -0.92466462], [ 0.61045367, 0.28207136, -0.33401189, ..., -0.85545875, -1.35170789, 0.7856747 ], [ 0.48521088, -0.10418149, 0.36945718, ..., -0.7541612 , 0.17158659, -0.21676598], ..., [-0.27133798, 1.07767264, -0.42020749, ..., 0.05986836, 0.12101152, -0.4367656 ], [-0.15408215, 0.12839666, -0.31091031, ..., -0.01129776, -0.62578694, 0.12214259], [ 0.36430776, 0.451729 , 0.4637597 , ..., -0.41346437, -0.80871896, -1.0240962 ]], [[ 0.20286292, -0.22728356, -0.19808651, ..., -0.61176994, -0.14049228, -0.34633056], [ 0.64694924, -0.03493749, 0.74331637, ..., -0.67071902, -0.27861972, -0.63470422], [ 0.96460198, 0.33839999, -0.1706407 , ..., 0.04667456, 0.1567364 , 0.16500965], ... [-0.42565243, -0.28355385, 0.08861769, ..., -0.34723445, -0.87170634, -0.33607107], [ 0.14612874, 0.05955627, 0.16357534, ..., -0.17782187, -0.1848105 , 0.31140116], [ 0.44156146, -0.40692076, 0.11082233, ..., -0.95119979, -0.27992729, -1.43491138]], [[ 0.46797333, -0.54128575, -0.33356932, ..., -1.00234723, -0.22396028, -0.55194714], [-0.08597565, 0.59422931, 0.99937736, ..., -0.51264802, -1.3212743 , -0.54891533], [ 0.46281524, -0.10651483, -0.3102708 , ..., -0.30332259, 0.62528852, -0.01049111], ..., [-0.07166823, -0.45166294, 0.29945493, ..., -0.20579281, 0.01453686, 0.45260755], [ 0.53600016, -0.5673458 , 0.0565271 , ..., -1.08488262, -0.59182158, -0.78134379], [-0.21661526, -0.34540523, -0.51231116, ..., 0.05864043, 0.17597314, -0.33055335]]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000)) - Albania_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Albania_dim_2', length=433)) - Algeria_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Algeria_dim_2', length=433)) - Andorra_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Andorra_dim_2', length=433)) - Argentina_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Argentina_dim_2', length=433)) - Armenia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Armenia_dim_2', length=433)) - Australia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Australia_dim_2', length=433)) - Austria_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Austria_dim_2', length=433)) - Bahrain_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bahrain_dim_2', length=433)) - Belgium_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Belgium_dim_2', length=433)) - Bosnia and Herzegovina_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bosnia and Herzegovina_dim_2', length=433)) - Brazil_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Brazil_dim_2', length=433)) - Bulgaria_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bulgaria_dim_2', length=433)) - Canada_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Canada_dim_2', length=433)) - Chile_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Chile_dim_2', length=433)) - Colombia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Colombia_dim_2', length=433)) - Costa Rica_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Costa Rica_dim_2', length=433)) - Croatia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Croatia_dim_2', length=433)) - Cyprus_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Cyprus_dim_2', length=433)) - Czechia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Czechia_dim_2', length=433)) - Denmark_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Denmark_dim_2', length=433)) - Dominican Republic_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Dominican Republic_dim_2', length=433)) - Ecuador_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ecuador_dim_2', length=433)) - Egypt_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Egypt_dim_2', length=433)) - Estonia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Estonia_dim_2', length=433)) - Finland_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Finland_dim_2', length=433)) - France_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='France_dim_2', length=433)) - Germany_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Germany_dim_2', length=433)) - Greece_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Greece_dim_2', length=433)) - Hungary_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Hungary_dim_2', length=433)) - India_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='India_dim_2', length=433)) - Indonesia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Indonesia_dim_2', length=433)) - Iran_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iran_dim_2', length=433)) - Iraq_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iraq_dim_2', length=433)) - Ireland_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ireland_dim_2', length=433)) - Israel_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Israel_dim_2', length=433)) - Italy_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Italy_dim_2', length=433)) - Japan_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Japan_dim_2', length=433)) - Jordan_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Jordan_dim_2', length=433)) - Kuwait_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Kuwait_dim_2', length=433)) - Latvia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Latvia_dim_2', length=433)) - Lebanon_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lebanon_dim_2', length=433)) - Lithuania_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lithuania_dim_2', length=433)) - Luxembourg_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Luxembourg_dim_2', length=433)) - Malaysia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malaysia_dim_2', length=433)) - Malta_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malta_dim_2', length=433)) - Mexico_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Mexico_dim_2', length=433)) - Moldova_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Moldova_dim_2', length=433)) - Morocco_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Morocco_dim_2', length=433)) - Netherlands_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Netherlands_dim_2', length=433)) - North Macedonia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='North Macedonia_dim_2', length=433)) - Norway_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Norway_dim_2', length=433)) - Pakistan_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Pakistan_dim_2', length=433)) - Panama_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Panama_dim_2', length=433)) - Peru_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Peru_dim_2', length=433)) - Philippines_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Philippines_dim_2', length=433)) - Poland_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Poland_dim_2', length=433)) - Portugal_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Portugal_dim_2', length=433)) - Qatar_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Qatar_dim_2', length=433)) - Romania_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Romania_dim_2', length=433)) - Russia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Russia_dim_2', length=433)) - Saudi Arabia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Saudi Arabia_dim_2', length=433)) - Serbia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Serbia_dim_2', length=433)) - Singapore_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Singapore_dim_2', length=433)) - Slovakia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovakia_dim_2', length=433)) - Slovenia_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovenia_dim_2', length=433)) - South Africa_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='South Africa_dim_2', length=433)) - Spain_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Spain_dim_2', length=433)) - Sweden_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Sweden_dim_2', length=433)) - Switzerland_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Switzerland_dim_2', length=433)) - Thailand_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Thailand_dim_2', length=433)) - Turkey_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Turkey_dim_2', length=433)) - US_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='US_dim_2', length=433)) - United Arab Emirates_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Arab Emirates_dim_2', length=433)) - United Kingdom_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Kingdom_dim_2', length=433)) - Uruguay_dim_2PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Uruguay_dim_2', length=433))
- created_at :
- 2025-01-13T00:24:06.830235+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 1GB Dimensions: (chain: 4, draw: 1000, Albania_dim_2: 433, Algeria_dim_2: 433, Andorra_dim_2: 433, Argentina_dim_2: 433, Armenia_dim_2: 433, Australia_dim_2: 433, Austria_dim_2: 433, Bahrain_dim_2: 433, Belgium_dim_2: 433, Bosnia and Herzegovina_dim_2: 433, ... South Africa_dim_2: 433, Spain_dim_2: 433, Sweden_dim_2: 433, Switzerland_dim_2: 433, Thailand_dim_2: 433, Turkey_dim_2: 433, US_dim_2: 433, United Arab Emirates_dim_2: 433, United Kingdom_dim_2: 433, Uruguay_dim_2: 433) Coordinates: (12/77) * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 ... 996 997 998 999 * Albania_dim_2 (Albania_dim_2) int64 3kB 0 1 2 ... 431 432 * Algeria_dim_2 (Algeria_dim_2) int64 3kB 0 1 2 ... 431 432 * Andorra_dim_2 (Andorra_dim_2) int64 3kB 0 1 2 ... 431 432 * Argentina_dim_2 (Argentina_dim_2) int64 3kB 0 1 2 ... 431 432 ... ... * Thailand_dim_2 (Thailand_dim_2) int64 3kB 0 1 2 ... 431 432 * Turkey_dim_2 (Turkey_dim_2) int64 3kB 0 1 2 ... 430 431 432 * US_dim_2 (US_dim_2) int64 3kB 0 1 2 3 ... 430 431 432 * United Arab Emirates_dim_2 (United Arab Emirates_dim_2) int64 3kB 0 ..... * United Kingdom_dim_2 (United Kingdom_dim_2) int64 3kB 0 1 ... 432 * Uruguay_dim_2 (Uruguay_dim_2) int64 3kB 0 1 2 ... 431 432 Data variables: (12/75) Albania (chain, draw, Albania_dim_2) float64 14MB 1... Algeria (chain, draw, Algeria_dim_2) float64 14MB 2... Andorra (chain, draw, Andorra_dim_2) float64 14MB 0... Argentina (chain, draw, Argentina_dim_2) float64 14MB ... Armenia (chain, draw, Armenia_dim_2) float64 14MB 2... Australia (chain, draw, Australia_dim_2) float64 14MB ... ... ... Thailand (chain, draw, Thailand_dim_2) float64 14MB ... Turkey (chain, draw, Turkey_dim_2) float64 14MB 3.... US (chain, draw, US_dim_2) float64 14MB 3.36 .... United Arab Emirates (chain, draw, United Arab Emirates_dim_2) float64 14MB ... United Kingdom (chain, draw, United Kingdom_dim_2) float64 14MB ... Uruguay (chain, draw, Uruguay_dim_2) float64 14MB 0... Attributes: created_at: 2025-01-13T00:24:06.830235+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 4
- draw: 1000
- chain(chain)int640 1 2 3
array([0, 1, 2, 3])
- draw(draw)int640 1 2 3 4 5 ... 995 996 997 998 999
array([ 0, 1, 2, ..., 997, 998, 999])
- index_in_trajectory(chain, draw)int6416 -16 -16 7 -20 ... -20 -16 20 19
array([[ 16, -16, -16, ..., 30, 17, 18], [ 23, -24, 16, ..., 11, -7, 10], [ 27, -17, 11, ..., 13, -7, -5], [-17, -12, 16, ..., -16, 20, 19]]) - smallest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - n_steps(chain, draw)float6431.0 31.0 31.0 ... 31.0 31.0 31.0
array([[31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.], [31., 31., 31., ..., 31., 31., 31.]]) - diverging(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - process_time_diff(chain, draw)float640.02699 0.0271 ... 0.0285 0.02941
array([[0.026992, 0.027098, 0.029814, ..., 0.027865, 0.028213, 0.026626], [0.027257, 0.029418, 0.029152, ..., 0.027471, 0.028378, 0.027195], [0.02822 , 0.030168, 0.029649, ..., 0.028412, 0.036886, 0.031336], [0.029437, 0.028091, 0.028357, ..., 0.028387, 0.028496, 0.029409]]) - tree_depth(chain, draw)int645 5 5 5 5 5 5 5 ... 5 5 5 5 5 5 5 5
array([[5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5], [5, 5, 5, ..., 5, 5, 5]]) - step_size(chain, draw)float640.1977 0.1977 ... 0.2675 0.2675
array([[0.19774369, 0.19774369, 0.19774369, ..., 0.19774369, 0.19774369, 0.19774369], [0.22504977, 0.22504977, 0.22504977, ..., 0.22504977, 0.22504977, 0.22504977], [0.23906531, 0.23906531, 0.23906531, ..., 0.23906531, 0.23906531, 0.23906531], [0.26746499, 0.26746499, 0.26746499, ..., 0.26746499, 0.26746499, 0.26746499]]) - energy_error(chain, draw)float640.1609 0.6373 ... -0.1605 0.2041
array([[ 0.16092058, 0.63725667, -0.0817524 , ..., -0.46754881, 0.56813466, 0.15429808], [-0.67981621, -0.18040517, 0.50488699, ..., 0.16887525, -0.84806502, -0.0366374 ], [ 0.29112121, -0.2185497 , -0.6689041 , ..., -0.2678272 , -0.35726471, 0.12786831], [-0.22159141, -0.13495645, 0.47847886, ..., -0.06039792, -0.16048561, 0.20407561]]) - acceptance_rate(chain, draw)float640.6863 0.3664 ... 0.9813 0.7231
array([[0.68634553, 0.36638226, 0.86925122, ..., 0.92122233, 0.39351905, 0.78673932], [0.87700051, 0.67411237, 0.75650572, ..., 0.84763523, 0.97761114, 0.80680219], [0.70836399, 0.76571271, 0.71563768, ..., 0.85310177, 0.96733262, 0.61645194], [0.6698804 , 0.75606942, 0.49809807, ..., 0.85460379, 0.98131749, 0.72314186]]) - step_size_bar(chain, draw)float640.2001 0.2001 ... 0.1974 0.1974
array([[0.20007819, 0.20007819, 0.20007819, ..., 0.20007819, 0.20007819, 0.20007819], [0.19747134, 0.19747134, 0.19747134, ..., 0.19747134, 0.19747134, 0.19747134], [0.19350584, 0.19350584, 0.19350584, ..., 0.19350584, 0.19350584, 0.19350584], [0.1973994 , 0.1973994 , 0.1973994 , ..., 0.1973994 , 0.1973994 , 0.1973994 ]]) - perf_counter_diff(chain, draw)float640.02703 0.02718 ... 0.02859 0.03022
array([[0.02702583, 0.02718237, 0.041469 , ..., 0.02796671, 0.02833604, 0.02666342], [0.02735367, 0.02970558, 0.02923858, ..., 0.02757633, 0.02852592, 0.02754663], [0.02836383, 0.0312055 , 0.02980154, ..., 0.02855613, 0.05077846, 0.03301796], [0.03050808, 0.02823996, 0.02850725, ..., 0.02848275, 0.02858833, 0.03021775]]) - energy(chain, draw)float642.563e+04 2.566e+04 ... 2.566e+04
array([[25633.38738361, 25658.2228398 , 25628.57911602, ..., 25617.9667651 , 25642.91583912, 25651.95069207], [25656.50621659, 25667.37164613, 25663.68238338, ..., 25668.22035773, 25643.83954443, 25633.44570171], [25628.40098658, 25637.85581296, 25625.46381895, ..., 25664.98550418, 25640.19938667, 25625.40896429], [25630.56245066, 25630.46137109, 25634.7723487 , ..., 25651.15899526, 25650.05159429, 25664.3348453 ]]) - reached_max_treedepth(chain, draw)boolFalse False False ... False False
array([[False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False], [False, False, False, ..., False, False, False]]) - max_energy_error(chain, draw)float640.8909 2.118 ... -0.3868 0.9121
array([[ 0.89087803, 2.11823531, 0.70109037, ..., -0.46754881, 2.3614099 , 0.71442703], [-0.82225015, 1.15240584, 0.79672974, ..., 0.66300985, -0.84806502, 0.60253902], [ 0.66160877, 1.02061007, 1.08228625, ..., 0.69239271, -0.55553591, 1.15582763], [ 1.23653163, 0.76639745, 1.47575496, ..., 0.62722015, -0.38675596, 0.91212287]]) - largest_eigval(chain, draw)float64nan nan nan nan ... nan nan nan nan
array([[nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan], [nan, nan, nan, ..., nan, nan, nan]]) - lp(chain, draw)float64-2.552e+04 ... -2.554e+04
array([[-25524.7557416 , -25531.06835158, -25523.43471024, ..., -25522.11284359, -25533.09629409, -25527.10918941], [-25534.55016557, -25543.61086088, -25554.37325931, ..., -25545.94118751, -25523.39370146, -25524.02651391], [-25528.5067406 , -25522.64963021, -25508.91970093, ..., -25551.00286487, -25515.97653606, -25520.27175666], [-25521.80148795, -25523.27354209, -25533.48402129, ..., -25536.61266596, -25536.77597257, -25539.23284511]]) - perf_counter_start(chain, draw)float643.77e+05 3.77e+05 ... 3.77e+05
array([[377046.14974975, 377046.17689421, 377046.20415717, ..., 377076.52251713, 377076.55062563, 377076.57908446], [377045.86459008, 377045.89214204, 377045.92196742, ..., 377076.24179604, 377076.26947604, 377076.29810246], [377028.68304442, 377028.71160437, 377028.742936 , ..., 377059.14382488, 377059.17249258, 377059.22343683], [377005.37141021, 377005.40209013, 377005.43046583, ..., 377037.48207296, 377037.51064792, 377037.53933042]])
- chainPandasIndex
PandasIndex(Index([0, 1, 2, 3], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 990, 991, 992, 993, 994, 995, 996, 997, 998, 999], dtype='int64', name='draw', length=1000))
- created_at :
- 2025-01-13T00:23:58.620968+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
- sampling_time :
- 180.69681096076965
- tuning_steps :
- 1000
<xarray.Dataset> Size: 496kB Dimensions: (chain: 4, draw: 1000) Coordinates: * chain (chain) int64 32B 0 1 2 3 * draw (draw) int64 8kB 0 1 2 3 4 5 ... 995 996 997 998 999 Data variables: (12/17) index_in_trajectory (chain, draw) int64 32kB 16 -16 -16 7 ... -16 20 19 smallest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan n_steps (chain, draw) float64 32kB 31.0 31.0 ... 31.0 31.0 diverging (chain, draw) bool 4kB False False ... False False process_time_diff (chain, draw) float64 32kB 0.02699 0.0271 ... 0.02941 tree_depth (chain, draw) int64 32kB 5 5 5 5 5 5 ... 5 5 5 5 5 5 ... ... energy (chain, draw) float64 32kB 2.563e+04 ... 2.566e+04 reached_max_treedepth (chain, draw) bool 4kB False False ... False False max_energy_error (chain, draw) float64 32kB 0.8909 2.118 ... 0.9121 largest_eigval (chain, draw) float64 32kB nan nan nan ... nan nan lp (chain, draw) float64 32kB -2.552e+04 ... -2.554e+04 perf_counter_start (chain, draw) float64 32kB 3.77e+05 ... 3.77e+05 Attributes: created_at: 2025-01-13T00:23:58.620968+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0 sampling_time: 180.69681096076965 tuning_steps: 1000xarray.Dataset -
- chain: 1
- draw: 500
- μ_Mexico_dim_0: 433
- α_dim_0: 75
- μ_Bulgaria_dim_0: 433
- μ_Lebanon_dim_0: 433
- μ_Peru_dim_0: 433
- μ_Argentina_dim_0: 433
- μ_Costa Rica_dim_0: 433
- μ_Qatar_dim_0: 433
- μ_Sweden_dim_0: 433
- μ_Egypt_dim_0: 433
- μ_Norway_dim_0: 433
- μ_Japan_dim_0: 433
- μ_Lithuania_dim_0: 433
- μ_Algeria_dim_0: 433
- μ_Romania_dim_0: 433
- μ_United Kingdom_dim_0: 433
- μ_Luxembourg_dim_0: 433
- μ_Croatia_dim_0: 433
- μ_Denmark_dim_0: 433
- μ_South Africa_dim_0: 433
- μ_Estonia_dim_0: 433
- μ_Austria_dim_0: 433
- μ_Poland_dim_0: 433
- μ_Greece_dim_0: 433
- μ_Cyprus_dim_0: 433
- μ_Albania_dim_0: 433
- μ_Italy_dim_0: 433
- μ_Bahrain_dim_0: 433
- μ_Germany_dim_0: 433
- μ_Brazil_dim_0: 433
- μ_Turkey_dim_0: 433
- μ_Panama_dim_0: 433
- μ_Portugal_dim_0: 433
- μ_Serbia_dim_0: 433
- μ_Slovakia_dim_0: 433
- μ_Ireland_dim_0: 433
- μ_Morocco_dim_0: 433
- μ_Slovenia_dim_0: 433
- μ_Hungary_dim_0: 433
- μ_Russia_dim_0: 433
- μ_North Macedonia_dim_0: 433
- μ_Finland_dim_0: 433
- μ_Uruguay_dim_0: 433
- μ_Iran_dim_0: 433
- μ_Czechia_dim_0: 433
- μ_Armenia_dim_0: 433
- μ_Jordan_dim_0: 433
- μ_Iraq_dim_0: 433
- μ_Netherlands_dim_0: 433
- σ_dim_0: 75
- μ_Saudi Arabia_dim_0: 433
- μ_US_dim_0: 433
- μ_Kuwait_dim_0: 433
- μ_Switzerland_dim_0: 433
- μ_Chile_dim_0: 433
- μ_Malta_dim_0: 433
- μ_Dominican Republic_dim_0: 433
- μ_Thailand_dim_0: 433
- μ_Belgium_dim_0: 433
- μ_United Arab Emirates_dim_0: 433
- μ_Moldova_dim_0: 433
- μ_Australia_dim_0: 433
- μ_India_dim_0: 433
- μ_Israel_dim_0: 433
- μ_Singapore_dim_0: 433
- μ_Colombia_dim_0: 433
- μ_France_dim_0: 433
- μ_Latvia_dim_0: 433
- μ_Malaysia_dim_0: 433
- β_dim_0: 75
- μ_Spain_dim_0: 433
- μ_Andorra_dim_0: 433
- μ_Indonesia_dim_0: 433
- μ_Pakistan_dim_0: 433
- μ_Ecuador_dim_0: 433
- μ_Bosnia and Herzegovina_dim_0: 433
- μ_Canada_dim_0: 433
- μ_Philippines_dim_0: 433
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- μ_Mexico_dim_0(μ_Mexico_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- α_dim_0(α_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_Bulgaria_dim_0(μ_Bulgaria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Lebanon_dim_0(μ_Lebanon_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Peru_dim_0(μ_Peru_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Argentina_dim_0(μ_Argentina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Costa Rica_dim_0(μ_Costa Rica_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Qatar_dim_0(μ_Qatar_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Sweden_dim_0(μ_Sweden_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Egypt_dim_0(μ_Egypt_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Norway_dim_0(μ_Norway_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Japan_dim_0(μ_Japan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Lithuania_dim_0(μ_Lithuania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Algeria_dim_0(μ_Algeria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Romania_dim_0(μ_Romania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_United Kingdom_dim_0(μ_United Kingdom_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Luxembourg_dim_0(μ_Luxembourg_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Croatia_dim_0(μ_Croatia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Denmark_dim_0(μ_Denmark_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_South Africa_dim_0(μ_South Africa_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Estonia_dim_0(μ_Estonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Austria_dim_0(μ_Austria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Poland_dim_0(μ_Poland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Greece_dim_0(μ_Greece_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Cyprus_dim_0(μ_Cyprus_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Albania_dim_0(μ_Albania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Italy_dim_0(μ_Italy_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Bahrain_dim_0(μ_Bahrain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Germany_dim_0(μ_Germany_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Brazil_dim_0(μ_Brazil_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Turkey_dim_0(μ_Turkey_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Panama_dim_0(μ_Panama_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Portugal_dim_0(μ_Portugal_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Serbia_dim_0(μ_Serbia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Slovakia_dim_0(μ_Slovakia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Ireland_dim_0(μ_Ireland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Morocco_dim_0(μ_Morocco_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Slovenia_dim_0(μ_Slovenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Hungary_dim_0(μ_Hungary_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Russia_dim_0(μ_Russia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_North Macedonia_dim_0(μ_North Macedonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Finland_dim_0(μ_Finland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Uruguay_dim_0(μ_Uruguay_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Iran_dim_0(μ_Iran_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Czechia_dim_0(μ_Czechia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Armenia_dim_0(μ_Armenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Jordan_dim_0(μ_Jordan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Iraq_dim_0(μ_Iraq_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Netherlands_dim_0(μ_Netherlands_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- σ_dim_0(σ_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_Saudi Arabia_dim_0(μ_Saudi Arabia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_US_dim_0(μ_US_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Kuwait_dim_0(μ_Kuwait_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Switzerland_dim_0(μ_Switzerland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Chile_dim_0(μ_Chile_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Malta_dim_0(μ_Malta_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Dominican Republic_dim_0(μ_Dominican Republic_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Thailand_dim_0(μ_Thailand_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Belgium_dim_0(μ_Belgium_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_United Arab Emirates_dim_0(μ_United Arab Emirates_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Moldova_dim_0(μ_Moldova_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Australia_dim_0(μ_Australia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_India_dim_0(μ_India_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Israel_dim_0(μ_Israel_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Singapore_dim_0(μ_Singapore_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Colombia_dim_0(μ_Colombia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_France_dim_0(μ_France_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Latvia_dim_0(μ_Latvia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Malaysia_dim_0(μ_Malaysia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- β_dim_0(β_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - μ_Spain_dim_0(μ_Spain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Andorra_dim_0(μ_Andorra_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Indonesia_dim_0(μ_Indonesia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Pakistan_dim_0(μ_Pakistan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Ecuador_dim_0(μ_Ecuador_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Bosnia and Herzegovina_dim_0(μ_Bosnia and Herzegovina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Canada_dim_0(μ_Canada_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Philippines_dim_0(μ_Philippines_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- μ_Mexico(chain, draw, μ_Mexico_dim_0)float6416.8 30.41 ... -5.291e+03
array([[[ 1.67981595e+01, 3.04055625e+01, 4.40129654e+01, ..., 5.86798142e+03, 5.88158883e+03, 5.89519623e+03], [-2.34809220e+00, -5.24292063e-01, 1.29950807e+00, ..., 7.81885965e+02, 7.83709765e+02, 7.85533565e+02], [ 3.47083212e+01, 3.26950036e+01, 3.06816861e+01, ..., -8.31018231e+02, -8.33031548e+02, -8.35044866e+02], ..., [-2.17372773e+00, -2.83127237e+00, -3.48881702e+00, ..., -2.84917925e+02, -2.85575470e+02, -2.86233015e+02], [ 5.77600987e+00, 1.28319188e+01, 1.98878277e+01, ..., 3.03981684e+03, 3.04687275e+03, 3.05392866e+03], [-1.10884484e+01, -2.33111756e+01, -3.55339029e+01, ..., -5.26686117e+03, -5.27908390e+03, -5.29130663e+03]]]) - α(chain, draw, α_dim_0)float6416.9 -3.222 -3.343 ... 1.135 1.077
array([[[ 16.90112698, -3.22182309, -3.34277348, ..., -4.62827926, -13.37494379, 14.61493316], [ -4.10413447, -4.23866455, -4.05021032, ..., -4.02715394, -3.96524921, -4.18305159], [-18.38751735, 17.80448483, 4.97728132, ..., 18.50364492, -29.92045429, 31.40897 ], ..., [ -3.05875191, -13.42883934, -1.01271778, ..., -25.11005536, 0.59359985, -14.29488227], [ -0.62853234, 3.78755624, -2.33433329, ..., 0.63180406, 1.99188995, -2.31093137], [ 1.09802115, 1.16008806, 1.24593483, ..., 1.12427133, 1.13537361, 1.07702566]]]) - μ_Bulgaria(chain, draw, μ_Bulgaria_dim_0)float6432.15 41.34 ... -3.874e+03
array([[[ 3.21537066e+01, 4.13412028e+01, 5.05286990e+01, ..., 3.98277707e+03, 3.99196457e+03, 4.00115206e+03], [ 1.07653455e+01, 2.54656086e+01, 4.01658717e+01, ..., 6.33187849e+03, 6.34657875e+03, 6.36127902e+03], [ 2.66414309e+01, 2.52113068e+01, 2.37811828e+01, ..., -5.88311911e+02, -5.89742035e+02, -5.91172159e+02], ..., [ 1.83371916e+00, -3.35394401e+00, -8.54160718e+00, ..., -2.22886144e+03, -2.23404911e+03, -2.23923677e+03], [ 3.21565655e+01, 6.31214261e+01, 9.40862868e+01, ..., 1.33470467e+04, 1.33780115e+04, 1.34089764e+04], [-7.83091792e+00, -1.67804883e+01, -2.57300588e+01, ..., -3.85614620e+03, -3.86509577e+03, -3.87404534e+03]]]) - μ_Lebanon(chain, draw, μ_Lebanon_dim_0)float6415.75 21.16 ... 9.925e+03 9.948e+03
array([[[ 1.57507822e+01, 2.11640682e+01, 2.65773542e+01, ..., 2.34346376e+03, 2.34887705e+03, 2.35429033e+03], [ 6.99599660e-02, 4.10389949e+00, 8.13783901e+00, ..., 1.73466395e+03, 1.73869789e+03, 1.74273183e+03], [ 3.16671038e+01, 3.03342250e+01, 2.90013463e+01, ..., -5.41470758e+02, -5.42803637e+02, -5.44136516e+02], ..., [-5.00435177e+00, -1.94916774e+01, -3.39790031e+01, ..., -6.23455439e+03, -6.24904172e+03, -6.26352904e+03], [ 2.08049470e+01, 3.95322752e+01, 5.82596034e+01, ..., 8.07355607e+03, 8.09228340e+03, 8.11101072e+03], [ 2.41912975e+01, 4.71630382e+01, 7.01347788e+01, ..., 9.90203978e+03, 9.92501152e+03, 9.94798326e+03]]]) - μ_Peru(chain, draw, μ_Peru_dim_0)float644.758 5.791 ... 2.148e+03 2.153e+03
array([[[ 4.75826768e+00, 5.79131584e+00, 6.82436400e+00, ..., 4.48968977e+02, 4.50002025e+02, 4.51035073e+02], [-1.11613465e+01, -1.82166223e+01, -2.52718981e+01, ..., -3.04492995e+03, -3.05198522e+03, -3.05904050e+03], [ 2.29411846e+01, 2.09336381e+01, 1.89260915e+01, ..., -8.40303834e+02, -8.42311380e+02, -8.44318927e+02], ..., [-1.16062452e+01, -1.20276563e+01, -1.24490674e+01, ..., -1.92813014e+02, -1.93234425e+02, -1.93655836e+02], [ 5.96889219e+01, 1.18165566e+02, 1.76642210e+02, ..., 2.52046458e+04, 2.52631225e+04, 2.53215991e+04], [ 6.19016355e+00, 1.11606417e+01, 1.61311199e+01, ..., 2.14349578e+03, 2.14846626e+03, 2.15343674e+03]]]) - μ_Argentina(chain, draw, μ_Argentina_dim_0)float646.805 2.724 ... -1.345e+03
array([[[ 6.80484071e+00, 2.72405576e+00, -1.35672918e+00, ..., -1.74793269e+03, -1.75201347e+03, -1.75609426e+03], [-1.37514019e+01, -2.34477810e+01, -3.31441600e+01, ..., -4.18319440e+03, -4.19289078e+03, -4.20258716e+03], [-1.22553964e+01, -1.52135651e+01, -1.81717339e+01, ..., -1.28426797e+03, -1.28722614e+03, -1.29018431e+03], ..., [-3.35575351e+00, -3.02453352e+00, -2.69331353e+00, ..., 1.39068843e+02, 1.39400063e+02, 1.39731283e+02], [ 6.58278245e+00, 1.23160581e+01, 1.80493338e+01, ..., 2.47189133e+03, 2.47762460e+03, 2.48335788e+03], [-1.93891444e+00, -5.04870151e+00, -8.15848857e+00, ..., -1.33914735e+03, -1.34225714e+03, -1.34536693e+03]]]) - μ_Costa Rica(chain, draw, μ_Costa Rica_dim_0)float6417.93 32.21 ... 6.346e+03 6.36e+03
array([[[ 1.79332144e+01, 3.22096860e+01, 4.64861576e+01, ..., 6.15681600e+03, 6.17109247e+03, 6.18536895e+03], [-2.74976261e+01, -5.10110419e+01, -7.45244577e+01, ..., -1.01382664e+04, -1.01617798e+04, -1.01852933e+04], [-3.28608077e+00, -5.02509466e+00, -6.76410854e+00, ..., -7.51062052e+02, -7.52801066e+02, -7.54540080e+02], ..., [ 5.24612386e+00, 1.66004639e+01, 2.79548040e+01, ..., 4.88761235e+03, 4.89896669e+03, 4.91032103e+03], [ 2.88066518e+01, 6.07855196e+01, 9.27643873e+01, ..., 1.37797198e+04, 1.38116987e+04, 1.38436775e+04], [ 1.58774229e+01, 3.05635562e+01, 4.52496896e+01, ..., 6.33091476e+03, 6.34560090e+03, 6.36028703e+03]]]) - μ_Qatar(chain, draw, μ_Qatar_dim_0)float6412.76 14.36 ... -4.905e+03
array([[[ 1.27582324e+01, 1.43566510e+01, 1.59550695e+01, ..., 7.00078218e+02, 7.01676637e+02, 7.03275055e+02], [-2.30739005e+01, -4.20243110e+01, -6.09747215e+01, ..., -8.17175042e+03, -8.19070083e+03, -8.20965124e+03], [ 2.70291114e+01, 2.38708296e+01, 2.07125478e+01, ..., -1.33103206e+03, -1.33419035e+03, -1.33734863e+03], ..., [-8.53961774e+00, -1.40396671e+01, -1.95397164e+01, ..., -2.37356083e+03, -2.37906088e+03, -2.38456093e+03], [ 6.21733097e+01, 1.18935150e+02, 1.75696991e+02, ..., 2.44697648e+04, 2.45265266e+04, 2.45832885e+04], [-1.01896749e+01, -2.15199463e+01, -3.28502178e+01, ..., -4.88220639e+03, -4.89353666e+03, -4.90486693e+03]]]) - μ_Sweden(chain, draw, μ_Sweden_dim_0)float64-6.229 -3.218 ... 9.94e+03
array([[[-6.22937108e+00, -3.21823101e+00, -2.07090943e-01, ..., 1.28856086e+03, 1.29157200e+03, 1.29458314e+03], [-6.79685295e+00, -9.39995707e+00, -1.20030612e+01, ..., -1.12613162e+03, -1.12873473e+03, -1.13133783e+03], [ 1.04503949e+01, 8.27761127e+00, 6.10482760e+00, ..., -9.23846583e+02, -9.26019367e+02, -9.28192151e+02], ..., [-1.10716060e+01, -3.12214468e+01, -5.13712875e+01, ..., -8.67550312e+03, -8.69565296e+03, -8.71580280e+03], [ 4.46376886e+01, 9.08679525e+01, 1.37098216e+02, ..., 1.99236512e+04, 1.99698814e+04, 2.00161117e+04], [ 2.41984876e+01, 4.71521245e+01, 7.01057614e+01, ..., 9.89426235e+03, 9.91721598e+03, 9.94016962e+03]]]) - μ_Egypt(chain, draw, μ_Egypt_dim_0)float64-3.384 -2.369 ... 9.231e+03
array([[[-3.38415046e+00, -2.36854802e+00, -1.35294557e+00, ..., 4.33324901e+02, 4.34340504e+02, 4.35356106e+02], [ 2.67310692e+01, 5.74417585e+01, 8.81524477e+01, ..., 1.32323274e+04, 1.32630381e+04, 1.32937488e+04], [ 9.68524902e+00, 7.54534947e+00, 5.40544992e+00, ..., -9.10471558e+02, -9.12611457e+02, -9.14751357e+02], ..., [-1.10193617e+01, -1.25190904e+01, -1.40188191e+01, ..., -6.55902692e+02, -6.57402421e+02, -6.58902149e+02], [ 3.80571479e+01, 7.16850174e+01, 1.05312887e+02, ..., 1.44980410e+04, 1.45316689e+04, 1.45652968e+04], [ 2.24043616e+01, 4.37216160e+01, 6.50388704e+01, ..., 9.18882375e+03, 9.21014101e+03, 9.23145826e+03]]]) - μ_Norway(chain, draw, μ_Norway_dim_0)float649.009 19.24 ... 1.315e+03 1.318e+03
array([[[ 9.00926574e+00, 1.92423382e+01, 2.94754106e+01, ..., 4.40923040e+03, 4.41946348e+03, 4.42969655e+03], [-3.82334469e+01, -7.24548913e+01, -1.06676336e+02, ..., -1.47534545e+04, -1.47876760e+04, -1.48218974e+04], [-1.23662838e+00, -4.09855224e+00, -6.96047610e+00, ..., -1.23186389e+03, -1.23472581e+03, -1.23758774e+03], ..., [ 6.67624510e+00, 1.95675753e+01, 3.24589055e+01, ..., 5.54994824e+03, 5.56283957e+03, 5.57573090e+03], [ 1.60869387e+01, 3.27633460e+01, 4.94397532e+01, ..., 7.18694207e+03, 7.20361847e+03, 7.22029488e+03], [ 4.25825584e+00, 7.29834044e+00, 1.03384250e+01, ..., 1.31149463e+03, 1.31453472e+03, 1.31757480e+03]]]) - μ_Japan(chain, draw, μ_Japan_dim_0)float6423.7 39.6 ... 1.005e+03 1.007e+03
array([[[ 2.36974033e+01, 3.95993063e+01, 5.55012094e+01, ..., 6.86151573e+03, 6.87741764e+03, 6.89331954e+03], [-2.35176026e+01, -4.29701562e+01, -6.24227098e+01, ..., -8.38811565e+03, -8.40756820e+03, -8.42702075e+03], [-2.64496436e+00, -5.37701345e+00, -8.10906255e+00, ..., -1.17742608e+03, -1.18015812e+03, -1.18289017e+03], ..., [ 7.98319751e+00, 9.26991380e+00, 1.05566301e+01, ..., 5.61271200e+02, 5.62557916e+02, 5.63844632e+02], [-6.31391499e+00, -1.95547217e+01, -3.27955284e+01, ..., -5.69986080e+03, -5.71310160e+03, -5.72634241e+03], [ 3.56585740e+00, 5.88964367e+00, 8.21342995e+00, ..., 1.00279396e+03, 1.00511774e+03, 1.00744153e+03]]]) - μ_Lithuania(chain, draw, μ_Lithuania_dim_0)float6414.78 26.72 ... -3.333e+03
array([[[ 1.47783065e+01, 2.67182343e+01, 3.86581620e+01, ..., 5.14894726e+03, 5.16088718e+03, 5.17282711e+03], [-3.08521936e+01, -5.76272332e+01, -8.44022728e+01, ..., -1.15441192e+04, -1.15708943e+04, -1.15976693e+04], [ 1.31335589e+01, 1.05561261e+01, 7.97869332e+00, ..., -1.09516254e+03, -1.09773997e+03, -1.10031740e+03], ..., [-2.15128939e+01, -3.29781851e+01, -4.44434762e+01, ..., -4.95158811e+03, -4.96305340e+03, -4.97451869e+03], [ 1.57244375e+00, 4.32782569e-01, -7.06878609e-01, ..., -4.88481863e+02, -4.89621524e+02, -4.90761185e+02], [-6.47768932e+00, -1.41769239e+01, -2.18761586e+01, ..., -3.31714857e+03, -3.32484781e+03, -3.33254704e+03]]]) - μ_Algeria(chain, draw, μ_Algeria_dim_0)float6414.46 32.14 ... 9.643e+03 9.665e+03
array([[[ 1.44580545e+01, 3.21379322e+01, 4.98178098e+01, ..., 7.61680543e+03, 7.63448531e+03, 7.65216519e+03], [-7.91158993e+00, -1.15845153e+01, -1.52574407e+01, ..., -1.58726951e+03, -1.59094243e+03, -1.59461536e+03], [ 1.39968098e+01, 1.01891347e+01, 6.38145968e+00, ..., -1.62330346e+03, -1.62711114e+03, -1.63091881e+03], ..., [-1.45066503e+01, -1.55844614e+01, -1.66622724e+01, ..., -4.77965382e+02, -4.79043193e+02, -4.80121004e+02], [ 1.00426292e+01, 1.62977021e+01, 2.25527751e+01, ..., 2.69972400e+03, 2.70597907e+03, 2.71223414e+03], [ 2.34785867e+01, 4.57970853e+01, 6.81155840e+01, ..., 9.62043300e+03, 9.64275150e+03, 9.66507000e+03]]]) - μ_Romania(chain, draw, μ_Romania_dim_0)float643.599 4.992 ... 8.99e+03 9.011e+03
array([[[ 3.59860396e+00, 4.99218694e+00, 6.38576993e+00, ..., 6.02839289e+02, 6.04232872e+02, 6.05626455e+02], [-1.96660069e+01, -3.53461308e+01, -5.10262546e+01, ..., -6.76211926e+03, -6.77779939e+03, -6.79347951e+03], [ 4.94138745e+01, 4.64960674e+01, 4.35782602e+01, ..., -1.20524318e+03, -1.20816099e+03, -1.21107880e+03], ..., [ 5.55340428e+00, -2.48602386e+00, -1.05254520e+01, ..., -3.45140069e+03, -3.45944012e+03, -3.46747955e+03], [ 2.64981781e+01, 4.73757024e+01, 6.82532266e+01, ..., 9.00383362e+03, 9.02471115e+03, 9.04558867e+03], [ 2.20078404e+01, 4.28151669e+01, 6.36224935e+01, ..., 8.96915825e+03, 8.98996558e+03, 9.01077290e+03]]]) - μ_United Kingdom(chain, draw, μ_United Kingdom_dim_0)float64-11.95 -10.52 ... 6.355e+03
array([[[-1.19452564e+01, -1.05155690e+01, -9.08588161e+00, ..., 6.02820323e+02, 6.04250010e+02, 6.05679697e+02], [ 4.22374742e+00, 1.24127441e+01, 2.06017407e+01, ..., 3.52549230e+03, 3.53368130e+03, 3.54187029e+03], [-3.22976927e+01, -3.46749311e+01, -3.70521695e+01, ..., -1.05451020e+03, -1.05688744e+03, -1.05926468e+03], ..., [ 2.15813327e+00, 3.72266668e+00, 5.28720010e+00, ..., 6.74907502e+02, 6.76472036e+02, 6.78036569e+02], [ 2.22952116e+01, 4.25985333e+01, 6.29018550e+01, ..., 8.75272353e+03, 8.77302685e+03, 8.79333017e+03], [ 1.58103491e+01, 3.04853247e+01, 4.51603002e+01, ..., 6.32604983e+03, 6.34072481e+03, 6.35539978e+03]]]) - μ_Luxembourg(chain, draw, μ_Luxembourg_dim_0)float6411.42 17.75 ... 6.685e+03 6.7e+03
array([[[ 1.14162009e+01, 1.77537037e+01, 2.40912065e+01, ..., 2.73654241e+03, 2.74287992e+03, 2.74921742e+03], [-3.39147606e+00, -2.76917349e+00, -2.14687091e+00, ..., 2.64198631e+02, 2.64820934e+02, 2.65443237e+02], [-2.00346155e+01, -2.31398053e+01, -2.62449952e+01, ..., -1.35526626e+03, -1.35837145e+03, -1.36147664e+03], ..., [-1.17410711e+01, -1.87408057e+01, -2.57405403e+01, ..., -3.02162693e+03, -3.02862667e+03, -3.03562640e+03], [-3.37884840e+00, -7.35862215e+00, -1.13383959e+01, ..., -1.71468156e+03, -1.71866133e+03, -1.72264111e+03], [ 1.66023774e+01, 3.20735490e+01, 4.75447207e+01, ..., 6.66920620e+03, 6.68467738e+03, 6.70014855e+03]]]) - μ_Croatia(chain, draw, μ_Croatia_dim_0)float646.709 21.91 ... 7.865e+03 7.883e+03
array([[[ 6.70863231e+00, 2.19088860e+01, 3.71091397e+01, ..., 6.54281773e+03, 6.55801798e+03, 6.57321823e+03], [-2.09824042e+01, -3.79350613e+01, -5.48877184e+01, ..., -7.31062496e+03, -7.32757762e+03, -7.34453028e+03], [ 4.03007354e+00, 1.41679583e+00, -1.19648188e+00, ..., -1.11967934e+03, -1.12229262e+03, -1.12490590e+03], ..., [-1.52313508e+01, -1.95754339e+01, -2.39195169e+01, ..., -1.88318706e+03, -1.88753114e+03, -1.89187522e+03], [ 5.15384924e+01, 1.01721406e+02, 1.51904319e+02, ..., 2.16301913e+04, 2.16803742e+04, 2.17305571e+04], [ 1.92738666e+01, 3.74771704e+01, 5.56804741e+01, ..., 7.84669449e+03, 7.86489779e+03, 7.88310109e+03]]]) - μ_Denmark(chain, draw, μ_Denmark_dim_0)float6410.27 14.83 ... 4.578e+03 4.589e+03
array([[[ 1.02707919e+01, 1.48260924e+01, 1.93813929e+01, ..., 1.96905002e+03, 1.97360532e+03, 1.97816062e+03], [ 3.25751663e+00, 1.07029833e+01, 1.81484500e+01, ..., 3.20480819e+03, 3.21225365e+03, 3.21969912e+03], [-2.50533123e+00, -5.47556495e+00, -8.44579867e+00, ..., -1.27970583e+03, -1.28267607e+03, -1.28564630e+03], ..., [-1.93080463e+00, -3.90513334e+00, -5.87946204e+00, ..., -8.50892149e+02, -8.52866477e+02, -8.54840806e+02], [ 4.19007273e+01, 8.38419504e+01, 1.25783174e+02, ..., 1.80766267e+04, 1.81185679e+04, 1.81605091e+04], [ 1.17095723e+01, 2.23043006e+01, 3.28990288e+01, ..., 4.56744271e+03, 4.57803744e+03, 4.58863217e+03]]]) - μ_South Africa(chain, draw, μ_South Africa_dim_0)float6416.64 25.39 ... 3.017e+03 3.024e+03
array([[[ 1.66421231e+01, 2.53914168e+01, 3.41407105e+01, ..., 3.77883843e+03, 3.78758772e+03, 3.79633701e+03], [ 4.92821929e+00, 1.41816653e+01, 2.34351113e+01, ..., 3.98390999e+03, 3.99316344e+03, 4.00241689e+03], [ 3.53166727e+00, 1.55553260e-02, -3.50055662e+00, ..., -1.50839647e+03, -1.51191258e+03, -1.51542869e+03], ..., [-2.18393562e+01, -4.37814029e+01, -6.57234496e+01, ..., -9.45691944e+03, -9.47886148e+03, -9.50080353e+03], [-3.92020307e+00, -7.60977770e+00, -1.12993523e+01, ..., -1.59043729e+03, -1.59412687e+03, -1.59781644e+03], [ 8.04707909e+00, 1.50274602e+01, 2.20078412e+01, ..., 3.00961094e+03, 3.01659132e+03, 3.02357170e+03]]]) - μ_Estonia(chain, draw, μ_Estonia_dim_0)float64-10.16 -12.81 ... 6.068e+03
array([[[-1.01625761e+01, -1.28087356e+01, -1.54548952e+01, ..., -1.14801120e+03, -1.15065736e+03, -1.15330352e+03], [-2.96025546e+01, -5.49451373e+01, -8.02877200e+01, ..., -1.09269131e+04, -1.09522557e+04, -1.09775983e+04], [-1.47729355e+00, -4.89517133e+00, -8.31304912e+00, ..., -1.47116474e+03, -1.47458262e+03, -1.47800050e+03], ..., [-9.13063097e+00, -2.17878760e+01, -3.44451210e+01, ..., -5.45174599e+03, -5.46440324e+03, -5.47706048e+03], [ 6.84276479e+01, 1.32839235e+02, 1.97250823e+02, ..., 2.77654102e+04, 2.78298218e+04, 2.78942334e+04], [ 1.52050981e+01, 2.92161810e+01, 4.32272639e+01, ..., 6.03997074e+03, 6.05398183e+03, 6.06799291e+03]]]) - μ_Austria(chain, draw, μ_Austria_dim_0)float645.72 8.461 ... 4.671e+03 4.682e+03
array([[[ 5.71955029, 8.46131613, 11.20308197, ..., 1184.67886245, 1187.4206283 , 1190.16239414], [ 9.08620508, 22.29321296, 35.50022084, ..., 5688.0995934 , 5701.30660128, 5714.51360916], [ 13.79882192, 10.92358919, 8.04835646, ..., -1222.55125256, -1225.42648529, -1228.30171802], ..., [ -17.502087 , -14.01507728, -10.52806757, ..., 1481.91209055, 1485.39910026, 1488.88610998], [ 6.68124287, 8.91383746, 11.14643206, ..., 966.69691897, 968.92951357, 971.16210816], [ 11.86031529, 22.67003449, 33.47975369, ..., 4660.03957286, 4670.84929206, 4681.65901127]]]) - μ_Poland(chain, draw, μ_Poland_dim_0)float6419.93 31.28 ... -3.615e+03
array([[[ 1.99346900e+01, 3.12830462e+01, 4.26314024e+01, ..., 4.89972786e+03, 4.91107622e+03, 4.92242457e+03], [-1.50722723e+01, -2.59988322e+01, -3.69253920e+01, ..., -4.71349300e+03, -4.72441956e+03, -4.73534612e+03], [ 8.39283699e+00, 6.19658568e+00, 4.00033437e+00, ..., -9.35995226e+02, -9.38191477e+02, -9.40387729e+02], ..., [-1.82923012e+01, -3.48779902e+01, -5.14636791e+01, ..., -7.15013855e+03, -7.16672424e+03, -7.18330993e+03], [ 4.85545556e+01, 9.45436774e+01, 1.40532799e+02, ..., 1.98238769e+04, 1.98698660e+04, 1.99158552e+04], [-7.29494485e+00, -1.56456681e+01, -2.39963914e+01, ..., -3.59810596e+03, -3.60645668e+03, -3.61480740e+03]]]) - μ_Greece(chain, draw, μ_Greece_dim_0)float6417.63 31.3 ... 8.119e+03 8.138e+03
array([[[ 1.76264008e+01, 3.12984882e+01, 4.49705757e+01, ..., 5.89662400e+03, 5.91029609e+03, 5.92396818e+03], [ 5.93643772e+00, 1.58310759e+01, 2.57257142e+01, ..., 4.26063087e+03, 4.27052551e+03, 4.28042015e+03], [-2.04007845e+00, -5.43972967e+00, -8.83938088e+00, ..., -1.46389010e+03, -1.46728975e+03, -1.47068940e+03], ..., [ 1.06298587e+01, 1.39943349e+01, 1.73588110e+01, ..., 1.45735462e+03, 1.46071910e+03, 1.46408357e+03], [ 3.13105781e+01, 6.30903995e+01, 9.48702208e+01, ..., 1.36966338e+04, 1.37284136e+04, 1.37601934e+04], [ 2.00653063e+01, 3.88565525e+01, 5.76477987e+01, ..., 8.10030118e+03, 8.11909243e+03, 8.13788368e+03]]]) - μ_Cyprus(chain, draw, μ_Cyprus_dim_0)float64-14.27 -18.08 ... 1.128e+03
array([[[-1.42734375e+01, -1.80782778e+01, -2.18831180e+01, ..., -1.65035475e+03, -1.65415959e+03, -1.65796443e+03], [ 2.86823879e+01, 6.14917282e+01, 9.43010685e+01, ..., 1.41366987e+04, 1.41695080e+04, 1.42023174e+04], [-4.44402078e+00, -6.84988985e+00, -9.25575893e+00, ..., -1.03896772e+03, -1.04137359e+03, -1.04377946e+03], ..., [ 4.14857240e-01, -7.23516281e-01, -1.86188980e+00, ..., -4.89085757e+02, -4.90224130e+02, -4.91362504e+02], [ 1.25019050e+01, 2.53527345e+01, 3.82035640e+01, ..., 5.53835860e+03, 5.55120943e+03, 5.56406026e+03], [ 3.65987873e+00, 6.26246354e+00, 8.86504835e+00, ..., 1.12277135e+03, 1.12537393e+03, 1.12797652e+03]]]) - α_σ(chain, draw)float648.785 0.08779 ... 3.893 0.05101
array([[ 8.78520407, 0.08778797, 16.20779402, 9.00751144, 2.89948759, 8.51243214, 1.49617604, 6.94912255, 1.92651164, 4.13249835, 23.14237638, 20.16520813, 0.25554429, 3.86183308, 4.81408928, 0.57941678, 8.59495823, 17.26858543, 2.88055531, 2.92319848, 10.77854978, 8.15069509, 0.6276526 , 3.30231761, 11.17882285, 9.94098802, 4.40651419, 16.69377886, 10.72139986, 4.30824258, 10.76361601, 5.9956119 , 17.41301055, 2.71507836, 7.19964401, 1.23105125, 3.53515598, 1.86356223, 3.13046988, 0.8765141 , 22.50684978, 8.15558374, 7.49118265, 19.47474804, 7.31656141, 12.85548917, 5.79730008, 8.25339203, 10.19896931, 3.6990995 , 0.39708333, 14.457138 , 3.48406218, 1.03707964, 3.66851391, 17.83518773, 2.64685526, 6.80571604, 8.76450804, 14.21362092, 3.75860784, 5.06786355, 18.86999392, 8.65121773, 6.31593641, 5.50087492, 1.72643454, 15.83056662, 5.80254519, 1.89504623, 2.62030242, 5.47596576, 4.05331886, 6.2678996 , 10.00721983, 2.52086748, 15.38814572, 16.82696404, 9.47939263, 1.28560789, 5.3555233 , 22.01031686, 3.72086496, 5.131677 , 8.38163247, 11.13353951, 7.3510667 , 1.34181814, 8.560332 , 7.59815203, 8.30016712, 0.39167786, 5.2486315 , 13.20519789, 3.79045578, 10.25457704, 5.31634078, 8.09560701, 3.94992197, 7.81898552, ... 10.42009158, 5.14728819, 6.59110905, 18.13953176, 0.5493381 , 6.98877751, 9.06866721, 1.744649 , 12.99562149, 16.19358347, 19.90346646, 4.97408336, 3.11872207, 3.6891248 , 1.95137992, 14.42002472, 13.97495931, 5.30201162, 15.41195618, 0.13895686, 29.497154 , 7.28817192, 13.99782815, 0.52754688, 5.95246705, 28.4173792 , 4.26284219, 2.69258299, 13.1807385 , 13.03570562, 6.92389439, 8.98434952, 16.28753158, 13.28977438, 17.24594307, 18.52925657, 3.15448126, 20.38600133, 6.29000916, 12.56663808, 1.55741405, 1.96739967, 14.56157618, 2.03961775, 5.35396228, 4.59736122, 4.12003457, 8.01725106, 6.13587563, 3.16527273, 15.80446517, 4.6184907 , 6.78439242, 16.10248585, 0.02998344, 5.71713369, 3.70922938, 9.95930234, 24.63536981, 3.69375817, 5.12515688, 6.22660198, 6.75989601, 7.27532621, 1.35405987, 3.12518338, 16.48132575, 11.33930473, 9.02720531, 10.3667159 , 6.94195467, 13.68858789, 0.49256835, 10.68201322, 23.25473805, 0.9108701 , 2.21460386, 20.69664386, 7.29430151, 7.0336335 , 13.20408453, 4.99164355, 5.13512832, 4.85638548, 12.73356505, 3.472006 , 10.52525085, 1.05452917, 3.61359833, 8.16044909, 0.04710316, 11.36748572, 4.37912569, 6.4375736 , 8.27945977, 9.72200541, 15.61533815, 7.81448831, 3.89344877, 0.05100783]]) - μ_Albania(chain, draw, μ_Albania_dim_0)float6418.73 20.55 ... 6.811e+03 6.827e+03
array([[[ 1.87275417e+01, 2.05539564e+01, 2.23803711e+01, ..., 8.04085865e+02, 8.05912279e+02, 8.07738694e+02], [ 4.40325420e+00, 1.29106429e+01, 2.14180315e+01, ..., 3.66258038e+03, 3.67108777e+03, 3.67959516e+03], [-2.15414822e+01, -2.46954471e+01, -2.78494120e+01, ..., -1.37774638e+03, -1.38090034e+03, -1.38405431e+03], ..., [ 8.79045220e+00, 2.06396563e+01, 3.24888604e+01, ..., 5.10394822e+03, 5.11579743e+03, 5.12764663e+03], [ 3.61581645e+01, 7.29448612e+01, 1.09731558e+02, ..., 1.58544378e+04, 1.58912245e+04, 1.59280112e+04], [ 1.68616044e+01, 3.26251877e+01, 4.83887710e+01, ..., 6.79520242e+03, 6.81096601e+03, 6.82672959e+03]]]) - μ_Italy(chain, draw, μ_Italy_dim_0)float646.37 9.398 ... 6.641e+03 6.656e+03
array([[[ 6.37006306e+00, 9.39763381e+00, 1.24252046e+01, ..., 1.30822549e+03, 1.31125306e+03, 1.31428063e+03], [-2.72325196e+01, -5.04466806e+01, -7.36608416e+01, ..., -1.00093218e+04, -1.00325359e+04, -1.00557501e+04], [-7.02245601e+00, -1.06949112e+01, -1.43673664e+01, ..., -1.58617818e+03, -1.58985064e+03, -1.59352309e+03], ..., [ 6.90158003e+00, 1.40347059e+01, 2.11678317e+01, ..., 3.07414570e+03, 3.08127882e+03, 3.08841195e+03], [ 3.07685063e+01, 5.43338307e+01, 7.78991551e+01, ..., 1.01638580e+04, 1.01874233e+04, 1.02109886e+04], [ 1.65260729e+01, 3.18963357e+01, 4.72665986e+01, ..., 6.62573911e+03, 6.64110937e+03, 6.65647963e+03]]]) - μ_Bahrain(chain, draw, μ_Bahrain_dim_0)float6436.49 54.07 ... 6.362e+03 6.377e+03
array([[[ 3.64936215e+01, 5.40668803e+01, 7.16401392e+01, ..., 7.59299493e+03, 7.61056818e+03, 7.62814144e+03], [ 4.38523931e+00, 1.27547966e+01, 2.11243538e+01, ..., 3.60329486e+03, 3.61166441e+03, 3.62003397e+03], [-2.29803738e+01, -2.72274533e+01, -3.14745328e+01, ..., -1.84922457e+03, -1.85347165e+03, -1.85771873e+03], ..., [-2.31564120e+01, -4.35225496e+01, -6.38886871e+01, ..., -8.78059556e+03, -8.80096170e+03, -8.82132783e+03], [ 6.93244133e+00, 9.67964346e+00, 1.24268456e+01, ..., 1.18822936e+03, 1.19097656e+03, 1.19372376e+03], [ 1.58444703e+01, 3.05693952e+01, 4.52943201e+01, ..., 6.34756218e+03, 6.36228711e+03, 6.37701203e+03]]]) - μ_Germany(chain, draw, μ_Germany_dim_0)float642.335 12.78 23.22 ... 648.4 649.9
array([[[ 2.33526763e+00, 1.27798597e+01, 2.32244518e+01, ..., 4.49350986e+03, 4.50395445e+03, 4.51439904e+03], [ 6.09335424e+00, 1.61987426e+01, 2.63041309e+01, ..., 4.35141034e+03, 4.36151573e+03, 4.37162111e+03], [-8.47396603e+00, -9.93767551e+00, -1.14013850e+01, ..., -6.37869039e+02, -6.39332748e+02, -6.40796458e+02], ..., [-3.94053730e+00, -1.33323293e+01, -2.27241213e+01, ..., -4.04241109e+03, -4.05180288e+03, -4.06119467e+03], [ 1.02717432e+01, 1.18978433e+01, 1.35239433e+01, ..., 7.09494757e+02, 7.11120857e+02, 7.12746957e+02], [ 2.64434471e+00, 4.14252216e+00, 5.64069962e+00, ..., 6.46860650e+02, 6.48358828e+02, 6.49857005e+02]]]) - μ_Brazil(chain, draw, μ_Brazil_dim_0)float6449.94 77.86 ... -9.012e+03
array([[[ 4.99392595e+01, 7.78606864e+01, 1.05782113e+02, ..., 1.20561528e+04, 1.20840742e+04, 1.21119957e+04], [ 5.13887189e+00, 1.42512800e+01, 2.33636880e+01, ..., 3.92347434e+03, 3.93258675e+03, 3.94169916e+03], [-1.74507923e+01, -2.02809082e+01, -2.31110242e+01, ..., -1.23440065e+03, -1.23723077e+03, -1.24006088e+03], ..., [-1.66343756e+01, -2.91778544e+01, -4.17213332e+01, ..., -5.41033027e+03, -5.42287375e+03, -5.43541723e+03], [ 3.74107188e+01, 6.58225993e+01, 9.42344799e+01, ..., 1.22545194e+04, 1.22829312e+04, 1.23113431e+04], [-1.95817482e+01, -4.03983409e+01, -6.12149336e+01, ..., -8.97071662e+03, -8.99153321e+03, -9.01234980e+03]]]) - μ_Turkey(chain, draw, μ_Turkey_dim_0)float6418.48 29.43 ... 8.143e+03 8.162e+03
array([[[ 1.84775729e+01, 2.94274272e+01, 4.03772816e+01, ..., 4.72691495e+03, 4.73786480e+03, 4.74881466e+03], [-1.02676002e+01, -1.65811233e+01, -2.28946464e+01, ..., -2.72508254e+03, -2.73139607e+03, -2.73770959e+03], [ 1.77955502e+00, -1.17849492e+00, -4.13654486e+00, ..., -1.27018192e+03, -1.27313997e+03, -1.27609802e+03], ..., [ 1.26008688e+01, 1.76494564e+01, 2.26980439e+01, ..., 2.18349352e+03, 2.18854211e+03, 2.19359070e+03], [ 3.29960437e+01, 6.74057209e+01, 1.01815398e+02, ..., 1.48291572e+04, 1.48635669e+04, 1.48979766e+04], [ 1.99344780e+01, 3.87826372e+01, 5.76307964e+01, ..., 8.12464293e+03, 8.14349109e+03, 8.16233925e+03]]]) - μ_Panama(chain, draw, μ_Panama_dim_0)float6418.66 32.14 45.62 ... -71.86 -72.03
array([[[ 1.86621138e+01, 3.21397081e+01, 4.56173023e+01, ..., 5.81402763e+03, 5.82750523e+03, 5.84098282e+03], [-1.08557845e+01, -1.76626738e+01, -2.44695631e+01, ..., -2.93781818e+03, -2.94462507e+03, -2.95143196e+03], [-2.82605589e+01, -3.17374152e+01, -3.52142715e+01, ..., -1.52330876e+03, -1.52678561e+03, -1.53026247e+03], ..., [-5.68583107e+00, -2.90264294e+00, -1.19454815e-01, ..., 1.19108506e+03, 1.19386825e+03, 1.19665144e+03], [ 2.71407994e+01, 5.50506632e+01, 8.29605271e+01, ..., 1.20283823e+04, 1.20562921e+04, 1.20842020e+04], [ 1.01757539e+00, 8.48481754e-01, 6.79388117e-01, ..., -7.16926885e+01, -7.18617822e+01, -7.20308758e+01]]]) - μ_Portugal(chain, draw, μ_Portugal_dim_0)float648.427 24.81 ... 2.871e+03 2.877e+03
array([[[ 8.42671257e+00, 2.48062298e+01, 4.11857471e+01, ..., 7.05161914e+03, 7.06799866e+03, 7.08437817e+03], [-2.05271186e+01, -3.68979823e+01, -5.32688459e+01, ..., -7.05999849e+03, -7.07636935e+03, -7.09274022e+03], [ 1.78055574e+01, 1.39336462e+01, 1.00617349e+01, ..., -1.64711629e+03, -1.65098820e+03, -1.65486012e+03], ..., [ 2.95993678e+00, 5.81490945e+00, 8.66988211e+00, ..., 1.23059818e+03, 1.23345316e+03, 1.23630813e+03], [ 4.33159078e+01, 8.58711616e+01, 1.28426415e+02, ..., 1.83420751e+04, 1.83846303e+04, 1.84271856e+04], [ 7.73729469e+00, 1.43794494e+01, 2.10216040e+01, ..., 2.86386381e+03, 2.87050596e+03, 2.87714812e+03]]]) - μ_Serbia(chain, draw, μ_Serbia_dim_0)float648.966 27.26 ... 7.275e+03 7.292e+03
array([[[ 8.96632428e+00, 2.72568297e+01, 4.55473352e+01, ..., 7.87388367e+03, 7.89217418e+03, 7.91046469e+03], [-1.57747201e+01, -2.76864031e+01, -3.95980862e+01, ..., -5.13779843e+03, -5.14971011e+03, -5.16162180e+03], [ 1.14850235e+01, 8.15014603e+00, 4.81526859e+00, ..., -1.42251228e+03, -1.42584715e+03, -1.42918203e+03], ..., [ 1.62321978e+01, 1.72477394e+01, 1.82632811e+01, ..., 4.52915099e+02, 4.53930641e+02, 4.54946183e+02], [ 2.73217375e+01, 5.43288165e+01, 8.13358955e+01, ..., 1.16403657e+04, 1.16673728e+04, 1.16943799e+04], [ 1.79783229e+01, 3.48152278e+01, 5.16521326e+01, ..., 7.25784740e+03, 7.27468430e+03, 7.29152121e+03]]]) - μ_Slovakia(chain, draw, μ_Slovakia_dim_0)float6418.36 34.04 ... 1.445e+03 1.449e+03
array([[[ 1.83649947e+01, 3.40367166e+01, 4.97084386e+01, ..., 6.75720544e+03, 6.77287716e+03, 6.78854889e+03], [-1.97626684e+01, -3.56409747e+01, -5.15192811e+01, ..., -6.84743438e+03, -6.86331269e+03, -6.87919099e+03], [ 3.84451278e+00, 1.99813907e+00, 1.51765357e-01, ..., -7.90096183e+02, -7.91942556e+02, -7.93788930e+02], ..., [-1.61066892e+00, 7.09430592e-01, 3.02953011e+00, ..., 9.96032122e+02, 9.98352221e+02, 1.00067232e+03], [ 1.08732256e+01, 2.14596954e+01, 3.20461652e+01, ..., 4.56305523e+03, 4.57364170e+03, 4.58422817e+03], [ 4.54364152e+00, 7.88659817e+00, 1.12295548e+01, ..., 1.44201500e+03, 1.44535796e+03, 1.44870091e+03]]]) - μ_Ireland(chain, draw, μ_Ireland_dim_0)float6411.97 18.96 ... 2.289e+03 2.294e+03
array([[[ 1.19681902e+01, 1.89634493e+01, 2.59587084e+01, ..., 3.01992961e+03, 3.02692487e+03, 3.03392013e+03], [-1.74543504e+01, -3.08312080e+01, -4.42080656e+01, ..., -5.76950311e+03, -5.78287997e+03, -5.79625682e+03], [ 2.81199529e+01, 2.50950834e+01, 2.20702139e+01, ..., -1.27257394e+03, -1.27559881e+03, -1.27862368e+03], ..., [-6.00280487e+00, -4.48435847e+00, -2.96591206e+00, ..., 6.46929149e+02, 6.48447596e+02, 6.49966042e+02], [ 3.29133796e+01, 6.84465303e+01, 1.03979681e+02, ..., 1.53121682e+04, 1.53477013e+04, 1.53832345e+04], [ 6.39875554e+00, 1.16949588e+01, 1.69911621e+01, ..., 2.28376617e+03, 2.28906237e+03, 2.29435858e+03]]]) - μ_Morocco(chain, draw, μ_Morocco_dim_0)float6428.07 47.39 ... 6.349e+03 6.364e+03
array([[[ 2.80661355e+01, 4.73934139e+01, 6.67206923e+01, ..., 8.33879585e+03, 8.35812313e+03, 8.37745041e+03], [-2.34362939e+01, -4.27118793e+01, -6.19874646e+01, ..., -8.31193798e+03, -8.33121356e+03, -8.35048915e+03], [ 2.31236247e+01, 2.07508093e+01, 1.83779939e+01, ..., -9.97187007e+02, -9.99559823e+02, -1.00193264e+03], ..., [-1.11638961e+01, -1.43126860e+01, -1.74614759e+01, ..., -1.36514356e+03, -1.36829235e+03, -1.37144114e+03], [ 4.13625038e+01, 7.81004252e+01, 1.14838347e+02, ..., 1.58386687e+04, 1.58754066e+04, 1.59121446e+04], [ 1.58994588e+01, 3.05941896e+01, 4.52889204e+01, ..., 6.33463371e+03, 6.34932844e+03, 6.36402317e+03]]]) - μ_Slovenia(chain, draw, μ_Slovenia_dim_0)float6417.34 34.45 51.55 ... -820.9 -822.8
array([[[ 1.73426512e+01, 3.44453330e+01, 5.15480148e+01, ..., 7.37149583e+03, 7.38859851e+03, 7.40570120e+03], [ 5.12960106e+00, 1.42143612e+01, 2.32991213e+01, ..., 3.91157644e+03, 3.92066120e+03, 3.92974596e+03], [-1.01219995e+01, -1.30056324e+01, -1.58892653e+01, ..., -1.25008414e+03, -1.25296777e+03, -1.25585141e+03], ..., [ 1.57558934e+01, 1.50378295e+01, 1.43197656e+01, ..., -2.93011577e+02, -2.93729640e+02, -2.94447704e+02], [ 2.64966017e+01, 5.23331090e+01, 7.81696163e+01, ..., 1.11361947e+04, 1.11620312e+04, 1.11878678e+04], [-7.07799243e-01, -2.61071556e+00, -4.51363188e+00, ..., -8.18961817e+02, -8.20864734e+02, -8.22767650e+02]]]) - μ_Hungary(chain, draw, μ_Hungary_dim_0)float6419.72 34.47 ... 2.251e+03 2.256e+03
array([[[ 1.97182053e+01, 3.44710793e+01, 4.92239532e+01, ..., 6.36345400e+03, 6.37820688e+03, 6.39295975e+03], [ 1.93211217e+01, 4.26498227e+01, 6.59785237e+01, ..., 1.00506625e+04, 1.00739912e+04, 1.00973199e+04], [-9.96835836e+00, -1.29909238e+01, -1.60134892e+01, ..., -1.30967148e+03, -1.31269405e+03, -1.31571661e+03], ..., [-1.46154525e-01, -3.12303017e+00, -6.09990581e+00, ..., -1.28020268e+03, -1.28317956e+03, -1.28615643e+03], [ 4.41532755e+01, 8.72600659e+01, 1.30366856e+02, ..., 1.85800731e+04, 1.86231799e+04, 1.86662867e+04], [ 6.35307960e+00, 1.15614854e+01, 1.67698912e+01, ..., 2.24596756e+03, 2.25117597e+03, 2.25638438e+03]]]) - α_μ(chain, draw)float644.755 -4.066 5.082 ... 2.882 1.163
array([[ 4.75505025e+00, -4.06636808e+00, 5.08154469e+00, 1.07660857e-01, 6.98503100e+00, 3.18305513e+00, 1.85719033e+01, 2.13885141e+00, -7.34630872e+00, 1.49907691e-01, -4.37153708e+00, -1.95663611e+01, 7.19834440e+00, -1.09468299e+01, 6.44382516e-01, -5.00355968e+00, -3.62746543e-01, -4.84425178e+00, -5.61831417e-02, 7.74721432e+00, 1.63204861e+01, 3.99997856e+00, 1.28127756e+01, 7.29841263e+00, -2.08629190e+00, 8.75963355e+00, -2.20941888e+00, -1.22092175e+01, 9.95228044e-01, 1.25555512e+01, 9.18765315e+00, -1.83412265e+00, 1.77394440e+01, 2.43130888e+01, 1.81214374e+01, 1.73295702e+01, -6.71145805e+00, -3.06785170e+00, 1.38519562e+01, 1.50541742e+01, 1.88669619e+01, 1.93152552e+01, -1.39469632e+01, 2.15850506e+01, 8.52367802e+00, -1.23501433e+01, -7.06893140e+00, 1.24010690e+01, -2.44688389e+00, -4.56427396e+00, 2.46033423e+00, -1.50338865e+00, 5.14575155e-01, 1.25114216e+01, -1.42921758e+01, 6.33997533e+00, 1.61784654e+01, 4.09144336e+00, -6.98650839e+00, 9.44716790e+00, ... 8.54971578e+00, 1.25095189e+01, 1.14471267e+01, 4.48393784e+00, 3.51764789e+00, 4.61123088e+00, 7.15114544e+00, 7.43739871e+00, 1.50262805e+01, 1.56810953e+01, 5.39034478e+00, 2.14095801e+01, -9.40143966e+00, 7.83580232e+00, 7.91590495e+00, -1.18081123e+01, 2.16142596e+01, -6.68719613e+00, -8.97438257e+00, -1.16377364e+01, -2.47413012e+00, -3.35531021e+00, -1.12583464e+01, 6.49285380e+00, 7.03660717e+00, -1.93143121e+00, 1.16770256e+01, 3.91327784e+00, 6.29853582e+00, -7.31355728e-01, -3.61710681e+00, 1.96901335e+01, 1.39685331e+01, 1.54937736e+01, 2.34373419e+00, 1.42620266e+01, 4.59967663e+00, 2.25123137e+01, 1.91618399e+01, 1.90102990e+00, 4.56074277e+00, 9.15084091e+00, 2.09415207e+01, 4.74749080e+00, 1.26187880e+01, 4.61626508e+00, 4.34745601e-01, 1.60012993e+01, 1.84930130e+00, 1.39912674e+01, -6.53318962e+00, -1.56909570e+00, 9.90183040e+00, 1.45800807e+00, -3.72230995e+00, -3.76370471e+00, -6.50143230e-01, 2.88233713e+00, 1.16309205e+00]]) - μ_Russia(chain, draw, μ_Russia_dim_0)float6432.42 57.5 ... 3.351e+03 3.359e+03
array([[[ 3.24220036e+01, 5.75037408e+01, 8.25854780e+01, ..., 1.08175690e+04, 1.08426507e+04, 1.08677325e+04], [-2.45020346e+01, -4.48196276e+01, -6.51372205e+01, ..., -8.76106698e+03, -8.78138458e+03, -8.80170217e+03], [-3.98604653e+00, -7.44413820e+00, -1.09022299e+01, ..., -1.49096547e+03, -1.49442356e+03, -1.49788165e+03], ..., [-1.53471660e+01, -2.19512085e+01, -2.85552509e+01, ..., -2.85508541e+03, -2.86168945e+03, -2.86829349e+03], [-1.14534075e+01, -2.53229139e+01, -3.91924204e+01, ..., -5.97534117e+03, -5.98921068e+03, -6.00308018e+03], [ 8.93303678e+00, 1.66873829e+01, 2.44417290e+01, ..., 3.34330187e+03, 3.35105621e+03, 3.35881056e+03]]]) - β_μ(chain, draw)float6410.77 -6.301 -2.786 ... 26.03 7.05
array([[ 10.76644106, -6.30088243, -2.78647883, -9.86917519, 11.62611116, -13.62385437, -3.35621544, 10.90225176, 3.16123445, -5.888117 , 3.22253707, -1.87913071, 7.35182986, 2.69493841, -8.8007512 , -5.55768955, -9.49969154, 14.24643929, -5.7850792 , 5.2019529 , -10.78036765, -16.21312942, 2.18190652, -14.50864004, -5.7689073 , 13.2492936 , 10.79025865, 10.26466564, 11.84761792, -0.67530177, 1.4628108 , 13.36652901, -10.60106153, -2.30973553, -5.16800944, -2.45522441, -0.47832383, -16.11288254, 11.98866887, -9.62088948, -2.92471101, 7.90950157, -2.1360421 , 2.04073297, 1.98120543, 22.06546911, 9.49956212, -4.45888378, -2.46757517, -8.53223323, 3.99212592, 16.06010189, -15.52084229, -6.11919284, 3.12363408, -7.67244659, -9.29643474, -18.64221814, 2.43434623, -5.25974806, -1.1555783 , 16.02785303, 8.69413229, 13.29413269, -8.09166704, 5.4719519 , -11.59744572, 6.07386495, 13.01146181, -0.59961203, -14.61335734, 11.13284736, 0.11439029, -5.23774641, 7.6091431 , 7.76964391, 8.69901134, 4.17482706, -10.04377609, -11.13263425, ... 13.83601184, -6.85564131, 8.09463517, -4.10894687, 23.11427143, 1.41841776, 3.28294067, -12.54578791, -26.52946746, 2.12576812, 3.03601404, 0.91025894, 6.19189976, -1.80812096, -4.07903918, -17.90278767, -0.9776602 , 7.50397888, 4.48819152, 3.2005928 , 5.07831634, 18.1161472 , -10.43804585, 3.85901497, -16.39893965, -11.19680442, 6.87432537, 10.0807276 , 7.29099853, -6.22594258, -5.51566698, 15.98114108, -2.86671928, -14.74661647, -15.99993164, 11.6659357 , -3.83457607, 1.18895442, 3.4032266 , -3.47576307, -12.40686828, 0.43927119, -3.35060905, 2.650109 , 0.94573279, 11.70186227, 0.82006749, 7.66489226, 8.23535639, -0.17998075, -31.28951136, 2.73082674, 7.97548543, 15.96795665, -3.57071505, 3.61590336, 0.59404046, 0.92493865, -3.36450197, -7.29091012, 16.15299335, 15.08449773, 1.2465774 , 0.17223503, 4.4393113 , 3.66839899, 8.1499706 , 4.69340002, -19.30666646, -3.82409301, -0.17550215, 1.32855244, -16.41111194, -3.04683411, -4.66943894, -1.03108982, 14.80686344, -3.6373378 , 26.02621098, 7.0502149 ]]) - μ_North Macedonia(chain, draw, μ_North Macedonia_dim_0)float6435.34 49.36 63.37 ... -683.9 -685.5
array([[[ 3.53411830e+01, 4.93565855e+01, 6.33719881e+01, ..., 6.06196429e+03, 6.07597970e+03, 6.08999510e+03], [-2.40360417e+01, -4.40478799e+01, -6.40597182e+01, ..., -8.62912648e+03, -8.64913832e+03, -8.66915016e+03], [ 2.76914391e+01, 2.51632018e+01, 2.26349645e+01, ..., -1.05945061e+03, -1.06197884e+03, -1.06450708e+03], ..., [-1.61493479e+01, -2.39092840e+01, -3.16692201e+01, ..., -3.35292185e+03, -3.36068179e+03, -3.36844173e+03], [ 1.50323265e+01, 2.02055086e+01, 2.53786908e+01, ..., 2.23950065e+03, 2.24467383e+03, 2.24984701e+03], [-4.80753905e-01, -2.06648705e+00, -3.65222019e+00, ..., -6.82346006e+02, -6.83931739e+02, -6.85517472e+02]]]) - μ_Finland(chain, draw, μ_Finland_dim_0)float6410.33 31.34 ... 4.104e+03 4.114e+03
array([[[ 1.03341484e+01, 3.13428887e+01, 5.23516290e+01, ..., 9.04409248e+03, 9.06510122e+03, 9.08610996e+03], [-3.33759633e+01, -6.26185407e+01, -9.18611182e+01, ..., -1.26076843e+04, -1.26369269e+04, -1.26661694e+04], [ 2.53528770e+01, 2.25356286e+01, 1.97183801e+01, ..., -1.18606395e+03, -1.18888120e+03, -1.19169845e+03], ..., [ 2.52665512e+00, -4.01863574e+00, -1.05639266e+01, ..., -2.81194841e+03, -2.81849371e+03, -2.82503900e+03], [ 2.53871967e+01, 4.29741482e+01, 6.05610997e+01, ..., 7.58777634e+03, 7.60536329e+03, 7.62295024e+03], [ 1.07117034e+01, 2.02089312e+01, 2.97061591e+01, ..., 4.09451968e+03, 4.10401690e+03, 4.11351413e+03]]]) - μ_Uruguay(chain, draw, μ_Uruguay_dim_0)float6421.0 27.39 ... 1.592e+03 1.596e+03
array([[[ 2.10010491e+01, 2.73871650e+01, 3.37732810e+01, ..., 2.76703090e+03, 2.77341702e+03, 2.77980314e+03], [ 1.26753677e+01, 2.95337870e+01, 4.63922063e+01, ..., 7.26179566e+03, 7.27865408e+03, 7.29551250e+03], [ 2.87877444e+01, 2.61665187e+01, 2.35452931e+01, ..., -1.09833928e+03, -1.10096051e+03, -1.10358173e+03], ..., [-2.12719619e+01, -2.82490415e+01, -3.52261211e+01, ..., -3.02141619e+03, -3.02839327e+03, -3.03537035e+03], [ 4.30475785e+01, 8.84060883e+01, 1.33764598e+02, ..., 1.95472068e+04, 1.95925653e+04, 1.96379238e+04], [ 4.76056077e+00, 8.44409588e+00, 1.21276310e+01, ..., 1.58868066e+03, 1.59236419e+03, 1.59604773e+03]]]) - μ_Iran(chain, draw, μ_Iran_dim_0)float640.4463 10.22 ... 9.727e+03
array([[[ 4.46342963e-01, 1.02242065e+01, 2.00020700e+01, ..., 4.20492766e+03, 4.21470552e+03, 4.22448338e+03], [-2.88378026e+01, -5.35903338e+01, -7.83428650e+01, ..., -1.06724262e+04, -1.06971787e+04, -1.07219313e+04], [-1.57838977e+00, -4.13686788e+00, -6.69534600e+00, ..., -1.10172398e+03, -1.10428246e+03, -1.10684094e+03], ..., [-2.48674644e+01, -3.53743635e+01, -4.58812626e+01, ..., -4.54283407e+03, -4.55334097e+03, -4.56384786e+03], [ 1.86896852e+01, 3.70566530e+01, 5.54236207e+01, ..., 7.91648581e+03, 7.93485278e+03, 7.95321974e+03], [ 2.36069847e+01, 4.60692396e+01, 6.85314946e+01, ..., 9.68237661e+03, 9.70483886e+03, 9.72730112e+03]]]) - μ_Czechia(chain, draw, μ_Czechia_dim_0)float642.76 5.983 ... -1.245e+03
array([[[ 2.75995508e+00, 5.98315458e+00, 9.20635408e+00, ..., 1.38873574e+03, 1.39195894e+03, 1.39518214e+03], [-1.75848809e+01, -3.10276130e+01, -4.44703451e+01, ..., -5.79795968e+03, -5.81140242e+03, -5.82484515e+03], [ 9.99999204e+00, 6.79577826e+00, 3.59156449e+00, ..., -1.36781193e+03, -1.37101614e+03, -1.37422036e+03], ..., [-1.80781582e+01, -2.99173536e+01, -4.17565491e+01, ..., -5.10893221e+03, -5.12077141e+03, -5.13261061e+03], [ 3.94569494e+01, 7.71486326e+01, 1.14840316e+02, ..., 1.62468807e+04, 1.62845724e+04, 1.63222641e+04], [-1.76828673e+00, -4.64583312e+00, -7.52337950e+00, ..., -1.23911323e+03, -1.24199078e+03, -1.24486833e+03]]]) - μ_Armenia(chain, draw, μ_Armenia_dim_0)float6432.51 41.11 49.71 ... -877.6 -879.6
array([[[ 3.25064820e+01, 4.11076008e+01, 4.97087195e+01, ..., 3.73098753e+03, 3.73958865e+03, 3.74818977e+03], [-2.19793002e+01, -3.99079185e+01, -5.78365368e+01, ..., -7.73128518e+03, -7.74921379e+03, -7.76714241e+03], [-8.64135121e+00, -1.20268209e+01, -1.54122906e+01, ..., -1.46439333e+03, -1.46777880e+03, -1.47116427e+03], ..., [-2.22808826e+00, -8.64139103e-01, 4.99810056e-01, ..., 5.84270050e+02, 5.85633999e+02, 5.86997949e+02], [ 3.70350811e+01, 6.70304696e+01, 9.70258581e+01, ..., 1.29350521e+04, 1.29650475e+04, 1.29950429e+04], [-8.58778165e-01, -2.89293426e+00, -4.92709036e+00, ..., -8.75545900e+02, -8.77580056e+02, -8.79614212e+02]]]) - μ_Jordan(chain, draw, μ_Jordan_dim_0)float648.226 20.57 32.92 ... 617.0 618.4
array([[[ 8.22624205e+00, 2.05725898e+01, 3.29189376e+01, ..., 5.31715578e+03, 5.32950213e+03, 5.34184848e+03], [ 2.35060234e+01, 5.11357927e+01, 7.87655620e+01, ..., 1.19043068e+04, 1.19319366e+04, 1.19595664e+04], [-4.47270183e+00, -7.52187673e+00, -1.05710516e+01, ..., -1.31561791e+03, -1.31866708e+03, -1.32171626e+03], ..., [ 9.43711550e+00, 1.31074381e+01, 1.67777607e+01, ..., 1.58767584e+03, 1.59134616e+03, 1.59501648e+03], [ 1.96932793e+01, 3.55263639e+01, 5.13594486e+01, ..., 6.82791967e+03, 6.84375275e+03, 6.85958583e+03], [ 2.59663874e+00, 4.02212598e+00, 5.44761321e+00, ..., 6.15556150e+02, 6.16981638e+02, 6.18407125e+02]]]) - β_σ(chain, draw)float647.858 18.78 0.6904 ... 15.71 9.578
array([[7.85849944e+00, 1.87822302e+01, 6.90448606e-01, 3.02007868e+00, 8.46168375e+00, 1.00129655e+01, 1.67618144e+01, 2.52857791e+00, 5.43406499e+00, 4.11922423e+00, 1.22677973e+01, 6.04532956e+00, 5.19705749e+00, 1.81934727e+00, 7.06679577e+00, 1.25218468e+01, 1.36878119e+01, 2.08081589e+00, 1.74966826e+01, 1.11002285e+01, 8.20831242e+00, 5.56643757e+00, 2.47600844e+00, 7.88409176e+00, 8.68743508e+00, 3.55576204e+00, 2.71930583e+00, 8.12672268e+00, 3.66716654e+00, 6.80705741e+00, 1.15974919e+01, 1.80946154e+00, 6.56442991e+00, 7.75979857e+00, 2.81609130e+00, 1.21416356e+01, 1.45513280e+01, 1.71188650e+01, 1.27783895e+01, 3.02763868e+00, 5.13719696e+00, 1.88412827e+01, 8.18394593e+00, 8.26052845e+00, 1.24252537e+01, 1.97235264e+01, 5.11334119e+00, 5.86996171e+00, 3.73549980e+00, 1.55435564e+00, 1.47638968e+01, 1.31716269e+01, 2.29223922e+00, 1.51740635e+01, 3.27254690e-03, 4.73668393e+00, 8.73584636e+00, 1.28296678e+01, 2.00866331e+01, 1.20193489e+01, 1.22618416e+01, 4.95962655e+00, 1.24093961e+01, 7.40438840e+00, 3.70137671e+00, 3.06025771e+00, 4.93037699e+00, 2.27283811e+01, 1.27494742e+01, 3.74569007e+00, 1.39819380e+01, 6.86440274e+00, 1.74277937e+01, 7.70728455e+00, 5.60702784e+00, 5.23905130e-01, 1.27459644e+01, 3.06467470e+00, 8.82214744e-01, 2.83549994e+00, ... 5.13166679e+00, 1.67340603e+01, 4.83433061e+00, 1.81648569e+00, 9.54682471e+00, 1.17201654e+01, 4.78797384e+00, 1.02156794e+01, 8.99116538e+00, 2.56610577e+01, 5.99003804e+00, 8.32898868e+00, 6.00393133e+00, 7.24019622e+00, 8.25609743e+00, 5.80617318e+00, 1.22778240e+00, 1.19663476e+01, 1.48350496e+01, 5.40811767e+00, 4.43991947e+00, 1.49815477e+01, 1.18423630e+01, 1.67741785e+01, 1.68575258e+01, 7.41146239e+00, 4.44158555e+00, 5.85599256e+00, 1.34109487e+01, 9.85382830e+00, 2.11392935e+01, 6.14299347e+00, 3.22176426e+00, 1.95910665e+01, 2.03110855e+00, 5.43613138e+00, 1.41532054e+01, 5.79742458e+00, 1.61597615e+00, 1.30849607e+01, 3.66180847e+00, 3.40206532e+00, 1.56387710e+01, 8.54033418e+00, 1.28010801e+01, 2.14765968e+01, 1.10832250e+01, 9.34361585e+00, 1.40016137e+01, 1.18672612e+00, 4.66299820e+00, 8.06431781e+00, 8.52931443e-01, 4.36102682e+00, 1.28008693e+01, 6.46417906e+00, 7.31540645e+00, 1.54514395e+01, 1.64958103e+01, 1.43965171e+01, 3.78096033e+00, 2.56589227e+00, 8.79179705e+00, 6.26416575e+00, 5.06626098e+00, 6.75030996e+00, 1.16870487e+01, 2.42307046e+01, 1.86946604e+00, 5.27020353e+00, 9.21350018e-01, 4.75931127e+00, 7.95804030e+00, 5.96495902e+00, 3.76950216e+00, 7.33366787e+00, 6.14902131e+00, 8.97124455e+00, 1.57106751e+01, 9.57837687e+00]]) - μ_Iraq(chain, draw, μ_Iraq_dim_0)float6420.54 36.37 52.19 ... -847.4 -849.3
array([[[ 2.05432557e+01, 3.63685169e+01, 5.21937780e+01, ..., 6.82540555e+03, 6.84123081e+03, 6.85705607e+03], [-8.27174995e+00, -1.25333557e+01, -1.67949615e+01, ..., -1.84076223e+03, -1.84502384e+03, -1.84928545e+03], [-1.46868510e+01, -1.76516875e+01, -2.06165240e+01, ..., -1.28956654e+03, -1.29253138e+03, -1.29549622e+03], ..., [ 1.33520413e+01, 2.67811976e+01, 4.02103539e+01, ..., 5.78788925e+03, 5.80131841e+03, 5.81474756e+03], [ 1.31539570e+01, 2.95978388e+01, 4.60417206e+01, ..., 7.08402313e+03, 7.10046701e+03, 7.11691089e+03], [-7.89330428e-01, -2.75353164e+00, -4.71773285e+00, ..., -8.45395851e+02, -8.47360052e+02, -8.49324253e+02]]]) - μ_Netherlands(chain, draw, μ_Netherlands_dim_0)float6411.41 17.3 ... 2.009e+03 2.014e+03
array([[[ 1.14080665e+01, 1.73026304e+01, 2.31971942e+01, ..., 2.54607053e+03, 2.55196510e+03, 2.55785966e+03], [-1.87909473e+01, -3.34676152e+01, -4.81442831e+01, ..., -6.32975814e+03, -6.34443481e+03, -6.35911148e+03], [ 3.68574041e+00, 1.33522672e+00, -1.01528696e+00, ..., -1.00703514e+03, -1.00938566e+03, -1.01173617e+03], ..., [ 8.84935755e-01, -1.89621639e+01, -3.88092635e+01, ..., -8.53336790e+03, -8.55321500e+03, -8.57306210e+03], [ 3.11706843e+01, 5.13687431e+01, 7.15668020e+01, ..., 8.71633598e+03, 8.73653404e+03, 8.75673210e+03], [ 5.75222340e+00, 1.04004291e+01, 1.50486347e+01, ..., 2.00448065e+03, 2.00912886e+03, 2.01377706e+03]]]) - σ(chain, draw, σ_dim_0)float640.7859 8.073 5.676 ... 9.974 7.143
array([[[ 0.78586268, 8.07269462, 5.67616586, ..., 1.75023843, 0.30597794, 3.96036372], [ 5.434332 , 8.39675854, 10.27682252, ..., 10.36763086, 15.1509143 , 12.46185794], [ 4.34050038, 7.42319414, 6.6806855 , ..., 6.49281088, 1.56742122, 8.13455363], ..., [10.78825629, 7.24440273, 7.82118039, ..., 14.95059457, 3.97443485, 1.2516068 ], [18.41679601, 11.76046759, 4.9823247 , ..., 12.38246396, 8.65155318, 0.32599648], [ 3.1878521 , 0.63639023, 1.1502519 , ..., 27.08077297, 9.97352801, 7.14257628]]]) - μ_Saudi Arabia(chain, draw, μ_Saudi Arabia_dim_0)float6425.43 37.95 ... 7.854e+03 7.873e+03
array([[[ 2.54270414e+01, 3.79520868e+01, 5.04771321e+01, ..., 5.41119652e+03, 5.42372157e+03, 5.43624661e+03], [-1.88537501e+01, -3.36635468e+01, -4.84733436e+01, ..., -6.38706635e+03, -6.40187614e+03, -6.41668594e+03], [ 1.82572438e+00, -1.32382038e+00, -4.47336515e+00, ..., -1.35247853e+03, -1.35562807e+03, -1.35877761e+03], ..., [-3.61023747e+00, 1.54895773e+00, 6.70815292e+00, ..., 2.21484370e+03, 2.22000289e+03, 2.22516209e+03], [ 8.72152069e+00, 1.14891746e+01, 1.42568286e+01, ..., 1.19881272e+03, 1.20158038e+03, 1.20434803e+03], [ 1.93607049e+01, 3.75396100e+01, 5.57185150e+01, ..., 7.83628989e+03, 7.85446880e+03, 7.87264770e+03]]]) - μ_US(chain, draw, μ_US_dim_0)float6418.06 27.73 37.39 ... -599.2 -600.6
array([[[ 1.80632634e+01, 2.77268239e+01, 3.73903844e+01, ..., 4.17339428e+03, 4.18305785e+03, 4.19272141e+03], [-3.69436225e+01, -6.96821120e+01, -1.02420601e+02, ..., -1.41144941e+04, -1.41472326e+04, -1.41799711e+04], [-2.48112594e+01, -2.78542502e+01, -3.08972410e+01, ..., -1.33329731e+03, -1.33634030e+03, -1.33938329e+03], ..., [-4.57018947e+00, -5.81051575e+00, -7.05084204e+00, ..., -5.37910492e+02, -5.39150819e+02, -5.40391145e+02], [ 2.25628690e+01, 4.22666522e+01, 6.19704355e+01, ..., 8.49518966e+03, 8.51489344e+03, 8.53459722e+03], [-1.55241284e-01, -1.54509689e+00, -2.93495250e+00, ..., -5.97793153e+02, -5.99183008e+02, -6.00572864e+02]]]) - μ_Kuwait(chain, draw, μ_Kuwait_dim_0)float6425.41 32.32 ... 7.33e+03 7.347e+03
array([[[ 2.54148576e+01, 3.23211150e+01, 3.92273723e+01, ..., 2.99510552e+03, 3.00201177e+03, 3.00891803e+03], [ 8.04698565e-01, 5.88739280e+00, 1.09700870e+01, ..., 2.18636322e+03, 2.19144591e+03, 2.19652861e+03], [ 7.88726608e+00, 4.91687258e+00, 1.94647908e+00, ..., -1.26938194e+03, -1.27235233e+03, -1.27532273e+03], ..., [-1.42523323e+01, -2.40592498e+01, -3.38661673e+01, ..., -4.23122685e+03, -4.24103376e+03, -4.25084068e+03], [ 2.72729568e+01, 5.73181077e+01, 8.73632585e+01, ..., 1.29466878e+04, 1.29767330e+04, 1.30067781e+04], [ 1.81441964e+01, 3.51087235e+01, 5.20732505e+01, ..., 7.31289083e+03, 7.32985535e+03, 7.34681988e+03]]]) - μ_Switzerland(chain, draw, μ_Switzerland_dim_0)float6410.57 17.9 ... 7.93e+03 7.948e+03
array([[[ 1.05703703e+01, 1.79024014e+01, 2.52344324e+01, ..., 3.16334372e+03, 3.17067575e+03, 3.17800778e+03], [-2.76130324e+01, -5.11275331e+01, -7.46420339e+01, ..., -1.01388484e+04, -1.01623629e+04, -1.01858774e+04], [ 1.19334194e+01, 7.86397054e+00, 3.79452167e+00, ..., -1.73792960e+03, -1.74199905e+03, -1.74606849e+03], ..., [ 1.71284867e+00, 2.48252819e+00, 3.25220771e+00, ..., 3.32675042e+02, 3.33444722e+02, 3.34214401e+02], [ 2.39445208e+01, 4.46396862e+01, 6.53348516e+01, ..., 8.92286565e+03, 8.94356082e+03, 8.96425598e+03], [ 1.95389716e+01, 3.78925539e+01, 5.62461363e+01, ..., 7.91157938e+03, 7.92993296e+03, 7.94828654e+03]]]) - μ_Chile(chain, draw, μ_Chile_dim_0)float643.859 16.66 ... -2.778e+03
array([[[ 3.85891975e+00, 1.66630042e+01, 2.94670886e+01, ..., 5.50961523e+03, 5.52241932e+03, 5.53522340e+03], [ 2.51076303e+00, 9.13382537e+00, 1.57568877e+01, ..., 2.85042757e+03, 2.85705063e+03, 2.86367369e+03], [-5.04291595e+00, -7.99821308e+00, -1.09535102e+01, ..., -1.27582068e+03, -1.27877598e+03, -1.28173128e+03], ..., [ 5.73335228e+00, 2.78203424e-01, -5.17694543e+00, ..., -2.33998066e+03, -2.34543580e+03, -2.35089095e+03], [ 3.45584361e+01, 6.46956831e+01, 9.48329301e+01, ..., 1.29935746e+04, 1.30237119e+04, 1.30538491e+04], [-5.34022791e+00, -1.17576879e+01, -1.81751480e+01, ..., -2.76484804e+03, -2.77126550e+03, -2.77768296e+03]]]) - μ_Malta(chain, draw, μ_Malta_dim_0)float64-9.777 -15.81 ... -1.936e+03
array([[[-9.77687334e+00, -1.58050617e+01, -2.18332500e+01, ..., -2.60189785e+03, -2.60792604e+03, -2.61395423e+03], [-7.33446808e+00, -1.06192952e+01, -1.39041222e+01, ..., -1.41981012e+03, -1.42309494e+03, -1.42637977e+03], [-4.82922582e+00, -7.13394160e+00, -9.43865739e+00, ..., -9.95857012e+02, -9.98161728e+02, -1.00046644e+03], ..., [ 9.86244995e+00, 9.74178950e+00, 9.62112905e+00, ..., -4.20215445e+01, -4.21422050e+01, -4.22628654e+01], [ 5.31670703e+01, 1.06695194e+02, 1.60223318e+02, ..., 2.30702603e+04, 2.31237884e+04, 2.31773165e+04], [-3.33232332e+00, -7.80707231e+00, -1.22818213e+01, ..., -1.92747439e+03, -1.93194914e+03, -1.93642389e+03]]]) - μ_Dominican Republic(chain, draw, μ_Dominican Republic_dim_0)float6430.23 47.3 64.38 ... 413.4 414.3
array([[[ 3.02259058e+01, 4.73020750e+01, 6.43782442e+01, ..., 7.37297867e+03, 7.39005484e+03, 7.40713100e+03], [-3.22691534e+01, -6.06091974e+01, -8.89492414e+01, ..., -1.22184881e+04, -1.22468281e+04, -1.22751682e+04], [-5.75838330e+00, -8.79149035e+00, -1.18245974e+01, ..., -1.30999442e+03, -1.31302752e+03, -1.31606063e+03], ..., [-3.12008740e+01, -4.93007779e+01, -6.74006817e+01, ..., -7.81415951e+03, -7.83225941e+03, -7.85035932e+03], [ 3.22872568e+01, 6.03375143e+01, 8.83877718e+01, ..., 1.20938980e+04, 1.21219482e+04, 1.21499985e+04], [ 2.05062806e+00, 3.00493225e+00, 3.95923645e+00, ..., 4.12401433e+02, 4.13355737e+02, 4.14310041e+02]]]) - μ_Thailand(chain, draw, μ_Thailand_dim_0)float6417.24 38.32 59.41 ... -773.0 -774.8
array([[[ 1.72358856e+01, 3.83226038e+01, 5.94093219e+01, ..., 9.08452470e+03, 9.10561141e+03, 9.12669813e+03], [ 1.47005840e+01, 3.33501590e+01, 5.19997340e+01, ..., 8.03401783e+03, 8.05266741e+03, 8.07131698e+03], [ 2.10540856e+01, 1.73483559e+01, 1.36426261e+01, ..., -1.57240971e+03, -1.57611544e+03, -1.57982117e+03], ..., [-6.98884076e-01, -1.40754844e+01, -2.74520848e+01, ..., -5.75263703e+03, -5.76601363e+03, -5.77939023e+03], [ 3.13450159e+01, 6.14806340e+01, 9.16162522e+01, ..., 1.29896608e+04, 1.30197964e+04, 1.30499321e+04], [-6.36680525e-01, -2.42873154e+00, -4.22078256e+00, ..., -7.71218618e+02, -7.73010669e+02, -7.74802720e+02]]]) - μ_Belgium(chain, draw, μ_Belgium_dim_0)float6422.54 40.94 ... 2.053e+03 2.058e+03
array([[[ 2.25417895e+01, 4.09398227e+01, 5.93378559e+01, ..., 7.93369606e+03, 7.95209409e+03, 7.97049213e+03], [-8.72542173e+00, -1.35140926e+01, -1.83027634e+01, ..., -2.06785389e+03, -2.07264256e+03, -2.07743123e+03], [-1.96902912e+01, -2.22204904e+01, -2.47506895e+01, ..., -1.10767594e+03, -1.11020614e+03, -1.11273633e+03], ..., [-2.24590163e+01, -2.87819362e+01, -3.51048561e+01, ..., -2.74131456e+03, -2.74763748e+03, -2.75396040e+03], [ 2.27930726e+01, 3.68394733e+01, 5.08858739e+01, ..., 6.06274536e+03, 6.07679177e+03, 6.09083817e+03], [ 6.02450088e+00, 1.07735010e+01, 1.55225011e+01, ..., 2.04809455e+03, 2.05284355e+03, 2.05759255e+03]]]) - μ_United Arab Emirates(chain, draw, μ_United Arab Emirates_dim_0)float6420.76 46.15 ... 4.517e+03 4.527e+03
array([[[ 2.07614534e+01, 4.61511860e+01, 7.15409186e+01, ..., 1.09383465e+04, 1.09637362e+04, 1.09891259e+04], [-3.99313509e+01, -7.58355478e+01, -1.11739745e+02, ..., -1.54787360e+04, -1.55146402e+04, -1.55505444e+04], [ 1.56271636e+01, 1.27506823e+01, 9.87420098e+00, ..., -1.22125980e+03, -1.22413628e+03, -1.22701276e+03], ..., [-1.83914355e+01, -1.16728157e+01, -4.95419584e+00, ..., 2.87061510e+03, 2.87733372e+03, 2.88405234e+03], [ 4.40153137e+01, 8.73988233e+01, 1.30782333e+02, ..., 1.86989244e+04, 1.87423080e+04, 1.87856915e+04], [ 1.15765468e+01, 2.20288222e+01, 3.24810976e+01, ..., 4.50605498e+03, 4.51650726e+03, 4.52695953e+03]]]) - μ_Moldova(chain, draw, μ_Moldova_dim_0)float6417.75 36.82 ... 8.027e+03 8.046e+03
array([[[ 1.77454921e+01, 3.68206999e+01, 5.58959078e+01, ..., 8.22008487e+03, 8.23916008e+03, 8.25823529e+03], [-4.52655034e+01, -8.64745184e+01, -1.27683533e+02, ..., -1.77651420e+04, -1.78063510e+04, -1.78475600e+04], [-7.24364843e+00, -1.01009197e+01, -1.29581909e+01, ..., -1.23587029e+03, -1.23872756e+03, -1.24158483e+03], ..., [-2.83824015e+01, -3.83150839e+01, -4.82477663e+01, ..., -4.29943585e+03, -4.30936853e+03, -4.31930121e+03], [ 3.30058762e+01, 6.92335267e+01, 1.05461177e+02, ..., 1.56108956e+04, 1.56471232e+04, 1.56833509e+04], [ 1.98096025e+01, 3.83887216e+01, 5.69678408e+01, ..., 8.00883084e+03, 8.02740996e+03, 8.04598908e+03]]]) - μ_Australia(chain, draw, μ_Australia_dim_0)float6414.67 24.99 ... 2.833e+03 2.839e+03
array([[[ 1.46687279e+01, 2.49948073e+01, 3.53208866e+01, ..., 4.45488284e+03, 4.46520892e+03, 4.47553500e+03], [-5.32897555e+01, -1.02467242e+02, -1.51644729e+02, ..., -2.11996091e+04, -2.12487866e+04, -2.12979641e+04], [ 3.72194047e+00, 1.09292577e-01, -3.50335532e+00, ..., -1.54971665e+03, -1.55332930e+03, -1.55694195e+03], ..., [ 2.48857090e+00, -1.28567642e+00, -5.05992375e+00, ..., -1.62043778e+03, -1.62421203e+03, -1.62798627e+03], [ 1.06115110e+01, 1.62807532e+01, 2.19499954e+01, ..., 2.44838566e+03, 2.45405490e+03, 2.45972414e+03], [ 7.78160225e+00, 1.43354799e+01, 2.08893575e+01, ..., 2.82594898e+03, 2.83250286e+03, 2.83905673e+03]]]) - μ_India(chain, draw, μ_India_dim_0)float6436.6 66.14 ... 4.178e+03 4.188e+03
array([[[ 3.66005387e+01, 6.61409516e+01, 9.56813644e+01, ..., 1.27389781e+04, 1.27685185e+04, 1.27980589e+04], [-4.82484694e+01, -9.24271155e+01, -1.36605762e+02, ..., -1.90450663e+04, -1.90892450e+04, -1.91334236e+04], [ 8.99593886e+00, 6.57200394e+00, 4.14806902e+00, ..., -1.03329608e+03, -1.03572001e+03, -1.03814395e+03], ..., [ 5.13595517e+00, 7.05055399e+00, 8.96515281e+00, ..., 8.28413449e+02, 8.30328048e+02, 8.32242647e+02], [ 1.42950291e+01, 2.52800079e+01, 3.62649866e+01, ..., 4.73783590e+03, 4.74882088e+03, 4.75980585e+03], [ 1.09435805e+01, 2.06125109e+01, 3.02814412e+01, ..., 4.16858364e+03, 4.17825257e+03, 4.18792150e+03]]]) - μ_Israel(chain, draw, μ_Israel_dim_0)float6423.69 52.26 ... 1.808e+03 1.813e+03
array([[[ 2.36902098e+01, 5.22588313e+01, 8.08274528e+01, ..., 1.23081975e+04, 1.23367661e+04, 1.23653347e+04], [-4.16053438e+01, -7.91789263e+01, -1.16752509e+02, ..., -1.61982458e+04, -1.62358194e+04, -1.62733930e+04], [-2.52260779e+01, -2.87200540e+01, -3.22140301e+01, ..., -1.52763579e+03, -1.53112977e+03, -1.53462374e+03], ..., [-5.42245961e+00, -1.74393408e+01, -2.94562221e+01, ..., -5.17268139e+03, -5.18469827e+03, -5.19671515e+03], [ 1.67504746e+01, 2.57942560e+01, 3.48380374e+01, ..., 3.90557647e+03, 3.91462025e+03, 3.92366403e+03], [ 5.31695695e+00, 9.50044467e+00, 1.36839324e+01, ..., 1.80421668e+03, 1.80840016e+03, 1.81258365e+03]]]) - μ_Singapore(chain, draw, μ_Singapore_dim_0)float6427.35 39.22 ... 1.011e+04 1.013e+04
array([[[ 2.73538615e+01, 3.92193931e+01, 5.10849247e+01, ..., 5.12953244e+03, 5.14139797e+03, 5.15326350e+03], [-1.60420299e+01, -2.81174772e+01, -4.01929246e+01, ..., -5.20848440e+03, -5.22055985e+03, -5.23263530e+03], [-1.14539488e+00, -2.63661648e+00, -4.12783807e+00, ..., -6.42370681e+02, -6.43861903e+02, -6.45353124e+02], ..., [-9.97840699e+00, -2.11937617e+01, -3.24091163e+01, ..., -4.83258091e+03, -4.84379626e+03, -4.85501162e+03], [ 2.58251115e+01, 3.99550154e+01, 5.40849194e+01, ..., 6.10168381e+03, 6.11581371e+03, 6.12994362e+03], [ 2.44831393e+01, 4.78758306e+01, 7.12685219e+01, ..., 1.00833404e+04, 1.01067331e+04, 1.01301258e+04]]]) - μ_Colombia(chain, draw, μ_Colombia_dim_0)float6421.77 35.05 ... 4.852e+03 4.864e+03
array([[[ 2.17661435e+01, 3.50489574e+01, 4.83317712e+01, ..., 5.73337610e+03, 5.74665892e+03, 5.75994173e+03], [-4.92180042e+00, -5.79077934e+00, -6.65975826e+00, ..., -3.78582735e+02, -3.79451714e+02, -3.80320693e+02], [ 2.76629628e+01, 2.40679595e+01, 2.04729563e+01, ..., -1.51818843e+03, -1.52178343e+03, -1.52537844e+03], ..., [-6.46439250e+00, -2.15447342e+01, -3.66250760e+01, ..., -6.49101134e+03, -6.50609169e+03, -6.52117203e+03], [ 2.88008242e+01, 6.20841644e+01, 9.53675046e+01, ..., 1.43406371e+04, 1.43739204e+04, 1.44072038e+04], [ 1.23947640e+01, 2.36245584e+01, 3.48543528e+01, ..., 4.84120637e+03, 4.85243617e+03, 4.86366596e+03]]]) - μ_France(chain, draw, μ_France_dim_0)float646.187 2.662 -0.8619 ... 524.8 526.0
array([[[ 6.18675678e+00, 2.66240853e+00, -8.61939728e-01, ..., -1.50928299e+03, -1.51280734e+03, -1.51633169e+03], [ 9.94354050e+00, 2.39972886e+01, 3.80510367e+01, ..., 6.05305522e+03, 6.06710897e+03, 6.08116271e+03], [ 2.92957650e-01, -3.34292488e+00, -6.97880741e+00, ..., -1.56313653e+03, -1.56677241e+03, -1.57040829e+03], ..., [-1.89077614e+01, -2.88262434e+01, -3.87447254e+01, ..., -4.28385503e+03, -4.29377351e+03, -4.30369199e+03], [ 2.36972336e+01, 4.75270955e+01, 7.13569574e+01, ..., 1.02705378e+04, 1.02943677e+04, 1.03181976e+04], [ 2.33348453e+00, 3.54560696e+00, 4.75772940e+00, ..., 5.23546132e+02, 5.24758254e+02, 5.25970377e+02]]]) - μ_Latvia(chain, draw, μ_Latvia_dim_0)float641.948 6.273 ... 1.249e+03 1.252e+03
array([[[ 1.94764476e+00, 6.27293356e+00, 1.05982224e+01, ..., 1.86182183e+03, 1.86614712e+03, 1.87047241e+03], [-1.67680587e+01, -2.95178479e+01, -4.22676370e+01, ..., -5.49917740e+03, -5.51192718e+03, -5.52467697e+03], [-1.16913308e+01, -1.47415961e+01, -1.77918614e+01, ..., -1.32330542e+03, -1.32635568e+03, -1.32940595e+03], ..., [-2.10602613e+00, -1.25339958e+01, -2.29619655e+01, ..., -4.48613300e+03, -4.49656097e+03, -4.50698894e+03], [ 3.62032950e+01, 7.18791062e+01, 1.07554917e+02, ..., 1.53768021e+04, 1.54124779e+04, 1.54481537e+04], [ 4.08283456e+00, 6.97070508e+00, 9.85857559e+00, ..., 1.24586716e+03, 1.24875503e+03, 1.25164290e+03]]]) - μ_Malaysia(chain, draw, μ_Malaysia_dim_0)float6426.1 37.86 ... 7.198e+03 7.215e+03
array([[[ 2.61005826e+01, 3.78619828e+01, 4.96233830e+01, ..., 5.08350267e+03, 5.09526407e+03, 5.10702547e+03], [ 2.16559514e+01, 4.73477160e+01, 7.30394806e+01, ..., 1.10691147e+04, 1.10948065e+04, 1.11204983e+04], [ 2.22992449e+01, 1.83112154e+01, 1.43231858e+01, ..., -1.69255347e+03, -1.69654150e+03, -1.70052953e+03], ..., [-5.98149522e+00, -1.86439362e+01, -3.13063772e+01, ..., -5.45083113e+03, -5.46349357e+03, -5.47615601e+03], [ 8.48537255e+00, 1.44523541e+01, 2.04193357e+01, ..., 2.57428746e+03, 2.58025444e+03, 2.58622142e+03], [ 1.78726883e+01, 3.45327503e+01, 5.11928123e+01, ..., 7.18169935e+03, 7.19835941e+03, 7.21501948e+03]]]) - β(chain, draw, β_dim_0)float641.826 17.68 13.44 ... 14.67 3.684
array([[[ 1.8264147 , 17.67987763, 13.43937184, ..., 25.38973262, 1.42968739, 6.38611594], [ 8.50738867, -3.67292539, 31.02859468, ..., -35.90419691, 8.18899663, 16.85841929], [ -3.15396487, -3.80767505, -3.20049395, ..., -2.87648132, -2.3772384 , -2.62122565], ..., [ 11.84920411, -1.077811 , 9.80784011, ..., 6.71861984, 1.56453342, -6.9770796 ], [ 36.78669679, 6.25507295, 21.96856138, ..., 43.38350961, 20.30332167, 45.35850983], [ 15.7635833 , 22.31849864, 9.22836601, ..., 10.45227543, 14.67497554, 3.68353511]]]) - μ_Spain(chain, draw, μ_Spain_dim_0)float6423.11 32.94 ... 1.98e+03 1.984e+03
array([[[ 2.31094642e+01, 3.29361622e+01, 4.27628601e+01, ..., 4.24858957e+03, 4.25841627e+03, 4.26824296e+03], [ 1.12988096e+01, 2.67720326e+01, 4.22452556e+01, ..., 6.66478469e+03, 6.68025791e+03, 6.69573113e+03], [-3.69089806e+00, -5.34461784e+00, -6.99833761e+00, ..., -7.14790401e+02, -7.16444120e+02, -7.18097840e+02], ..., [-2.62745409e+01, -4.76551985e+01, -6.90358560e+01, ..., -9.21995729e+03, -9.24133794e+03, -9.26271860e+03], [ 2.25537068e+01, 4.69704111e+01, 7.13871154e+01, ..., 1.05217366e+04, 1.05461533e+04, 1.05705700e+04], [ 5.70647588e+00, 1.02864089e+01, 1.48663419e+01, ..., 1.97507768e+03, 1.97965761e+03, 1.98423755e+03]]]) - μ_Andorra(chain, draw, μ_Andorra_dim_0)float6410.1 23.54 ... 3.988e+03 3.997e+03
array([[[ 1.00965984e+01, 2.35359702e+01, 3.69753420e+01, ..., 5.78902649e+03, 5.80246586e+03, 5.81590523e+03], [ 2.69783844e+01, 5.80069790e+01, 8.90355737e+01, ..., 1.33692741e+04, 1.34003027e+04, 1.34313313e+04], [ 1.77678737e+00, -1.42370658e+00, -4.62420053e+00, ..., -1.37443561e+03, -1.37763611e+03, -1.38083660e+03], ..., [ 8.79512234e+00, 1.86029625e+01, 2.84108026e+01, ..., 4.22616637e+03, 4.23597421e+03, 4.24578205e+03], [ 1.96342281e+01, 4.16027895e+01, 6.35713509e+01, ..., 9.46611562e+03, 9.48808418e+03, 9.51005274e+03], [ 1.04743008e+01, 1.97026669e+01, 2.89310329e+01, ..., 3.97867169e+03, 3.98790005e+03, 3.99712842e+03]]]) - μ_Indonesia(chain, draw, μ_Indonesia_dim_0)float6420.7 26.04 ... 1.66e+03 1.664e+03
array([[[ 2.07026841e+01, 2.60431174e+01, 3.13835508e+01, ..., 2.31708904e+03, 2.32242947e+03, 2.32776990e+03], [-6.86214625e+00, -9.67733620e+00, -1.24925261e+01, ..., -1.21739382e+03, -1.22020901e+03, -1.22302420e+03], [-4.82386865e+00, -7.61315677e+00, -1.04024449e+01, ..., -1.20421776e+03, -1.20700705e+03, -1.20979633e+03], ..., [ 1.03075718e+01, 1.88960898e+01, 2.74846078e+01, ..., 3.70337030e+03, 3.71195882e+03, 3.72054733e+03], [ 5.78443031e+01, 1.19117120e+02, 1.80389937e+02, ..., 2.64051555e+04, 2.64664283e+04, 2.65277012e+04], [ 5.06095293e+00, 8.90019177e+00, 1.27394306e+01, ..., 1.65593366e+03, 1.65977289e+03, 1.66361213e+03]]]) - μ_Pakistan(chain, draw, μ_Pakistan_dim_0)float6443.96 67.99 ... 7.697e+03 7.715e+03
array([[[ 4.39621290e+01, 6.79862273e+01, 9.20103255e+01, ..., 1.03743244e+04, 1.03983485e+04, 1.04223726e+04], [-7.10534185e+00, -1.01756283e+01, -1.32459147e+01, ..., -1.32732850e+03, -1.33039879e+03, -1.33346908e+03], [-9.19547400e+00, -1.13290126e+01, -1.34625513e+01, ..., -9.26617089e+02, -9.28750628e+02, -9.30884167e+02], ..., [ 1.04208242e+01, 1.44761334e+01, 1.85314426e+01, ..., 1.75420380e+03, 1.75825911e+03, 1.76231441e+03], [ 2.35340393e+01, 4.48785089e+01, 6.62229784e+01, ..., 9.20165595e+03, 9.22300042e+03, 9.24434489e+03], [ 1.89493451e+01, 3.67636787e+01, 5.45780123e+01, ..., 7.67911279e+03, 7.69692712e+03, 7.71474145e+03]]]) - μ_Ecuador(chain, draw, μ_Ecuador_dim_0)float64-3.006 0.8215 ... 4.304e+03
array([[[-3.00561511e+00, 8.21457352e-01, 4.64852981e+00, ..., 1.64263554e+03, 1.64646261e+03, 1.65028969e+03], [-2.13453464e+01, -3.86078587e+01, -5.58703711e+01, ..., -7.44422567e+03, -7.46148818e+03, -7.47875070e+03], [-1.75621017e+01, -2.12328961e+01, -2.49036906e+01, ..., -1.59600372e+03, -1.59967451e+03, -1.60334531e+03], ..., [-9.99557053e+00, -1.32412446e+01, -1.64869186e+01, ..., -1.40563540e+03, -1.40888108e+03, -1.41212675e+03], [ 4.05682997e+01, 7.23692254e+01, 1.04170151e+02, ..., 1.37149664e+04, 1.37467673e+04, 1.37785682e+04], [ 1.10485925e+01, 2.09853151e+01, 3.09220377e+01, ..., 4.28383930e+03, 4.29377602e+03, 4.30371274e+03]]]) - μ_Bosnia and Herzegovina(chain, draw, μ_Bosnia and Herzegovina_dim_0)float6428.98 47.91 ... 3.987e+03 3.997e+03
array([[[ 2.89810893e+01, 4.79072623e+01, 6.68334354e+01, ..., 8.16723550e+03, 8.18616168e+03, 8.20508785e+03], [-9.21982410e+00, -1.43199175e+01, -1.94200108e+01, ..., -2.20225997e+03, -2.20736007e+03, -2.21246016e+03], [ 1.28557041e+01, 9.71056448e+00, 6.56542486e+00, ..., -1.33955433e+03, -1.34269947e+03, -1.34584461e+03], ..., [ 1.71789116e+01, 3.29079853e+01, 4.86370589e+01, ..., 6.78068059e+03, 6.79640966e+03, 6.81213873e+03], [ 1.15936584e+01, 2.26282273e+01, 3.36627963e+01, ..., 4.75645830e+03, 4.76749287e+03, 4.77852744e+03], [ 1.03271045e+01, 1.95548577e+01, 2.87826109e+01, ..., 3.97826100e+03, 3.98748875e+03, 3.99671650e+03]]]) - μ_Canada(chain, draw, μ_Canada_dim_0)float6422.37 25.36 28.34 ... -349.7 -350.6
array([[[ 2.23737959e+01, 2.53562484e+01, 2.83387010e+01, ..., 1.30482838e+03, 1.30781083e+03, 1.31079329e+03], [-2.10888290e+01, -3.82398416e+01, -5.53908542e+01, ..., -7.39602424e+03, -7.41317525e+03, -7.43032626e+03], [ 2.53371434e+01, 2.19216434e+01, 1.85061434e+01, ..., -1.44332787e+03, -1.44674337e+03, -1.45015887e+03], ..., [-1.29914323e+00, -2.04192832e+00, -2.78471341e+00, ..., -3.20696732e+02, -3.21439517e+02, -3.22182302e+02], [ 3.58832365e+01, 7.43838955e+01, 1.12884555e+02, ..., 1.65911666e+04, 1.66296673e+04, 1.66681679e+04], [ 3.56710330e-01, -4.55598377e-01, -1.26790708e+00, ..., -3.48936034e+02, -3.49748343e+02, -3.50560651e+02]]]) - μ_Philippines(chain, draw, μ_Philippines_dim_0)float6429.7 52.7 ... 1.976e+03 1.98e+03
array([[[ 2.96973468e+01, 5.27043198e+01, 7.57112927e+01, ..., 9.92269572e+03, 9.94570270e+03, 9.96870967e+03], [ 1.54554049e+01, 3.49496904e+01, 5.44439760e+01, ..., 8.39799820e+03, 8.41749248e+03, 8.43698677e+03], [ 5.37030456e+00, 3.06699946e+00, 7.63694357e-01, ..., -9.85050890e+02, -9.87354195e+02, -9.89657500e+02], ..., [-2.60138258e+01, -3.29855266e+01, -3.99572274e+01, ..., -3.02384517e+03, -3.03081687e+03, -3.03778857e+03], [ 8.07552719e+00, 9.72863260e+00, 1.13817380e+01, ..., 7.18910851e+02, 7.20563957e+02, 7.22217062e+02], [ 5.73273579e+00, 1.03031880e+01, 1.48736401e+01, ..., 1.97102717e+03, 1.97559762e+03, 1.98016807e+03]]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - μ_Mexico_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Mexico_dim_0', length=433)) - α_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='α_dim_0')) - μ_Bulgaria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bulgaria_dim_0', length=433)) - μ_Lebanon_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Lebanon_dim_0', length=433)) - μ_Peru_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Peru_dim_0', length=433)) - μ_Argentina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Argentina_dim_0', length=433)) - μ_Costa Rica_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Costa Rica_dim_0', length=433)) - μ_Qatar_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Qatar_dim_0', length=433)) - μ_Sweden_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Sweden_dim_0', length=433)) - μ_Egypt_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Egypt_dim_0', length=433)) - μ_Norway_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Norway_dim_0', length=433)) - μ_Japan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Japan_dim_0', length=433)) - μ_Lithuania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Lithuania_dim_0', length=433)) - μ_Algeria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Algeria_dim_0', length=433)) - μ_Romania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Romania_dim_0', length=433)) - μ_United Kingdom_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_United Kingdom_dim_0', length=433)) - μ_Luxembourg_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Luxembourg_dim_0', length=433)) - μ_Croatia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Croatia_dim_0', length=433)) - μ_Denmark_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Denmark_dim_0', length=433)) - μ_South Africa_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_South Africa_dim_0', length=433)) - μ_Estonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Estonia_dim_0', length=433)) - μ_Austria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Austria_dim_0', length=433)) - μ_Poland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Poland_dim_0', length=433)) - μ_Greece_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Greece_dim_0', length=433)) - μ_Cyprus_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Cyprus_dim_0', length=433)) - μ_Albania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Albania_dim_0', length=433)) - μ_Italy_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Italy_dim_0', length=433)) - μ_Bahrain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bahrain_dim_0', length=433)) - μ_Germany_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Germany_dim_0', length=433)) - μ_Brazil_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Brazil_dim_0', length=433)) - μ_Turkey_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Turkey_dim_0', length=433)) - μ_Panama_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Panama_dim_0', length=433)) - μ_Portugal_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Portugal_dim_0', length=433)) - μ_Serbia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Serbia_dim_0', length=433)) - μ_Slovakia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Slovakia_dim_0', length=433)) - μ_Ireland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Ireland_dim_0', length=433)) - μ_Morocco_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Morocco_dim_0', length=433)) - μ_Slovenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Slovenia_dim_0', length=433)) - μ_Hungary_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Hungary_dim_0', length=433)) - μ_Russia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Russia_dim_0', length=433)) - μ_North Macedonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_North Macedonia_dim_0', length=433)) - μ_Finland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Finland_dim_0', length=433)) - μ_Uruguay_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Uruguay_dim_0', length=433)) - μ_Iran_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Iran_dim_0', length=433)) - μ_Czechia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Czechia_dim_0', length=433)) - μ_Armenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Armenia_dim_0', length=433)) - μ_Jordan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Jordan_dim_0', length=433)) - μ_Iraq_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Iraq_dim_0', length=433)) - μ_Netherlands_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Netherlands_dim_0', length=433)) - σ_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='σ_dim_0')) - μ_Saudi Arabia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Saudi Arabia_dim_0', length=433)) - μ_US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_US_dim_0', length=433)) - μ_Kuwait_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Kuwait_dim_0', length=433)) - μ_Switzerland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Switzerland_dim_0', length=433)) - μ_Chile_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Chile_dim_0', length=433)) - μ_Malta_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Malta_dim_0', length=433)) - μ_Dominican Republic_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Dominican Republic_dim_0', length=433)) - μ_Thailand_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Thailand_dim_0', length=433)) - μ_Belgium_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Belgium_dim_0', length=433)) - μ_United Arab Emirates_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_United Arab Emirates_dim_0', length=433)) - μ_Moldova_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Moldova_dim_0', length=433)) - μ_Australia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Australia_dim_0', length=433)) - μ_India_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_India_dim_0', length=433)) - μ_Israel_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Israel_dim_0', length=433)) - μ_Singapore_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Singapore_dim_0', length=433)) - μ_Colombia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Colombia_dim_0', length=433)) - μ_France_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_France_dim_0', length=433)) - μ_Latvia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Latvia_dim_0', length=433)) - μ_Malaysia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Malaysia_dim_0', length=433)) - β_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='β_dim_0')) - μ_Spain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Spain_dim_0', length=433)) - μ_Andorra_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Andorra_dim_0', length=433)) - μ_Indonesia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Indonesia_dim_0', length=433)) - μ_Pakistan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Pakistan_dim_0', length=433)) - μ_Ecuador_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Ecuador_dim_0', length=433)) - μ_Bosnia and Herzegovina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Bosnia and Herzegovina_dim_0', length=433)) - μ_Canada_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Canada_dim_0', length=433)) - μ_Philippines_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='μ_Philippines_dim_0', length=433))
- created_at :
- 2025-01-13T00:20:13.563270+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 131MB Dimensions: (chain: 1, draw: 500, μ_Mexico_dim_0: 433, α_dim_0: 75, μ_Bulgaria_dim_0: 433, μ_Lebanon_dim_0: 433, μ_Peru_dim_0: 433, μ_Argentina_dim_0: 433, μ_Costa Rica_dim_0: 433, μ_Qatar_dim_0: 433, μ_Sweden_dim_0: 433, ... μ_Indonesia_dim_0: 433, μ_Pakistan_dim_0: 433, μ_Ecuador_dim_0: 433, μ_Bosnia and Herzegovina_dim_0: 433, μ_Canada_dim_0: 433, μ_Philippines_dim_0: 433) Coordinates: (12/80) * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 ... 496 497 498 499 * μ_Mexico_dim_0 (μ_Mexico_dim_0) int64 3kB 0 1 2 ... 431 432 * α_dim_0 (α_dim_0) int64 600B 0 1 2 3 ... 71 72 73 74 * μ_Bulgaria_dim_0 (μ_Bulgaria_dim_0) int64 3kB 0 1 ... 431 432 * μ_Lebanon_dim_0 (μ_Lebanon_dim_0) int64 3kB 0 1 ... 431 432 ... ... * μ_Indonesia_dim_0 (μ_Indonesia_dim_0) int64 3kB 0 1 ... 432 * μ_Pakistan_dim_0 (μ_Pakistan_dim_0) int64 3kB 0 1 ... 431 432 * μ_Ecuador_dim_0 (μ_Ecuador_dim_0) int64 3kB 0 1 ... 431 432 * μ_Bosnia and Herzegovina_dim_0 (μ_Bosnia and Herzegovina_dim_0) int64 3kB ... * μ_Canada_dim_0 (μ_Canada_dim_0) int64 3kB 0 1 2 ... 431 432 * μ_Philippines_dim_0 (μ_Philippines_dim_0) int64 3kB 0 1 ... 432 Data variables: (12/82) μ_Mexico (chain, draw, μ_Mexico_dim_0) float64 2MB ... α (chain, draw, α_dim_0) float64 300kB 16.9... μ_Bulgaria (chain, draw, μ_Bulgaria_dim_0) float64 2MB ... μ_Lebanon (chain, draw, μ_Lebanon_dim_0) float64 2MB ... μ_Peru (chain, draw, μ_Peru_dim_0) float64 2MB 4... μ_Argentina (chain, draw, μ_Argentina_dim_0) float64 2MB ... ... ... μ_Indonesia (chain, draw, μ_Indonesia_dim_0) float64 2MB ... μ_Pakistan (chain, draw, μ_Pakistan_dim_0) float64 2MB ... μ_Ecuador (chain, draw, μ_Ecuador_dim_0) float64 2MB ... μ_Bosnia and Herzegovina (chain, draw, μ_Bosnia and Herzegovina_dim_0) float64 2MB ... μ_Canada (chain, draw, μ_Canada_dim_0) float64 2MB ... μ_Philippines (chain, draw, μ_Philippines_dim_0) float64 2MB ... Attributes: created_at: 2025-01-13T00:20:13.563270+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- chain: 1
- draw: 500
- Spain_dim_0: 433
- Albania_dim_0: 433
- US_dim_0: 433
- Bulgaria_dim_0: 433
- North Macedonia_dim_0: 433
- Algeria_dim_0: 433
- Portugal_dim_0: 433
- Peru_dim_0: 433
- Poland_dim_0: 433
- Croatia_dim_0: 433
- Pakistan_dim_0: 433
- Chile_dim_0: 433
- Finland_dim_0: 433
- Mexico_dim_0: 433
- Thailand_dim_0: 433
- Israel_dim_0: 433
- Slovakia_dim_0: 433
- Canada_dim_0: 433
- Italy_dim_0: 433
- Sweden_dim_0: 433
- Singapore_dim_0: 433
- Cyprus_dim_0: 433
- Ecuador_dim_0: 433
- Malta_dim_0: 433
- Estonia_dim_0: 433
- Denmark_dim_0: 433
- Panama_dim_0: 433
- Lebanon_dim_0: 433
- United Arab Emirates_dim_0: 433
- United Kingdom_dim_0: 433
- Jordan_dim_0: 433
- Indonesia_dim_0: 433
- Netherlands_dim_0: 433
- Iraq_dim_0: 433
- Latvia_dim_0: 433
- Egypt_dim_0: 433
- Malaysia_dim_0: 433
- Saudi Arabia_dim_0: 433
- Colombia_dim_0: 433
- Andorra_dim_0: 433
- India_dim_0: 433
- Uruguay_dim_0: 433
- Russia_dim_0: 433
- Luxembourg_dim_0: 433
- Serbia_dim_0: 433
- Armenia_dim_0: 433
- Moldova_dim_0: 433
- Belgium_dim_0: 433
- Bahrain_dim_0: 433
- Japan_dim_0: 433
- Kuwait_dim_0: 433
- Romania_dim_0: 433
- Switzerland_dim_0: 433
- Bosnia and Herzegovina_dim_0: 433
- Brazil_dim_0: 433
- Philippines_dim_0: 433
- Costa Rica_dim_0: 433
- France_dim_0: 433
- Greece_dim_0: 433
- Iran_dim_0: 433
- Austria_dim_0: 433
- Ireland_dim_0: 433
- Morocco_dim_0: 433
- Turkey_dim_0: 433
- Argentina_dim_0: 433
- Australia_dim_0: 433
- Qatar_dim_0: 433
- Germany_dim_0: 433
- Hungary_dim_0: 433
- Norway_dim_0: 433
- Slovenia_dim_0: 433
- Dominican Republic_dim_0: 433
- South Africa_dim_0: 433
- Lithuania_dim_0: 433
- Czechia_dim_0: 433
- chain(chain)int640
array([0])
- draw(draw)int640 1 2 3 4 5 ... 495 496 497 498 499
array([ 0, 1, 2, ..., 497, 498, 499])
- Spain_dim_0(Spain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Albania_dim_0(Albania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- US_dim_0(US_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bulgaria_dim_0(Bulgaria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- North Macedonia_dim_0(North Macedonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Algeria_dim_0(Algeria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Portugal_dim_0(Portugal_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Peru_dim_0(Peru_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Poland_dim_0(Poland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Croatia_dim_0(Croatia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Pakistan_dim_0(Pakistan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Chile_dim_0(Chile_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Finland_dim_0(Finland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Mexico_dim_0(Mexico_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Thailand_dim_0(Thailand_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Israel_dim_0(Israel_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovakia_dim_0(Slovakia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Canada_dim_0(Canada_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Italy_dim_0(Italy_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Sweden_dim_0(Sweden_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Singapore_dim_0(Singapore_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Cyprus_dim_0(Cyprus_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ecuador_dim_0(Ecuador_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malta_dim_0(Malta_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Estonia_dim_0(Estonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Denmark_dim_0(Denmark_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Panama_dim_0(Panama_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lebanon_dim_0(Lebanon_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Arab Emirates_dim_0(United Arab Emirates_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Kingdom_dim_0(United Kingdom_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Jordan_dim_0(Jordan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Indonesia_dim_0(Indonesia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Netherlands_dim_0(Netherlands_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iraq_dim_0(Iraq_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Latvia_dim_0(Latvia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Egypt_dim_0(Egypt_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malaysia_dim_0(Malaysia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Saudi Arabia_dim_0(Saudi Arabia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Colombia_dim_0(Colombia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Andorra_dim_0(Andorra_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- India_dim_0(India_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Uruguay_dim_0(Uruguay_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Russia_dim_0(Russia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Luxembourg_dim_0(Luxembourg_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Serbia_dim_0(Serbia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Armenia_dim_0(Armenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Moldova_dim_0(Moldova_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Belgium_dim_0(Belgium_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bahrain_dim_0(Bahrain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Japan_dim_0(Japan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Kuwait_dim_0(Kuwait_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Romania_dim_0(Romania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Switzerland_dim_0(Switzerland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bosnia and Herzegovina_dim_0(Bosnia and Herzegovina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Brazil_dim_0(Brazil_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Philippines_dim_0(Philippines_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Costa Rica_dim_0(Costa Rica_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- France_dim_0(France_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Greece_dim_0(Greece_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iran_dim_0(Iran_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Austria_dim_0(Austria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ireland_dim_0(Ireland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Morocco_dim_0(Morocco_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Turkey_dim_0(Turkey_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Argentina_dim_0(Argentina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Australia_dim_0(Australia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Qatar_dim_0(Qatar_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Germany_dim_0(Germany_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Hungary_dim_0(Hungary_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Norway_dim_0(Norway_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovenia_dim_0(Slovenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Dominican Republic_dim_0(Dominican Republic_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- South Africa_dim_0(South Africa_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lithuania_dim_0(Lithuania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Czechia_dim_0(Czechia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Spain(chain, draw, Spain_dim_0)float6414.58 21.23 ... 1.948e+03 1.971e+03
array([[[ 1.45829344e+01, 2.12332930e+01, 3.66730945e+01, ..., 4.23695026e+03, 4.23642748e+03, 4.23915873e+03], [-1.52676620e+01, 1.07909936e+01, 2.80206939e+01, ..., 6.63604969e+03, 6.67298681e+03, 6.67337966e+03], [-1.48492303e+01, -1.70435019e+01, -1.92426096e+01, ..., -7.32615176e+02, -7.29974803e+02, -7.30361119e+02], ..., [-2.13437464e+01, -6.07713186e+01, -9.66677213e+01, ..., -9.23086987e+03, -9.26465738e+03, -9.27563834e+03], [ 1.23838293e+01, 3.37800537e+01, 6.21393788e+01, ..., 1.05032631e+04, 1.05310033e+04, 1.05646622e+04], [ 9.29285289e+00, 7.89302898e+00, -8.20819549e-02, ..., 1.97976234e+03, 1.94806960e+03, 1.97125548e+03]]]) - Albania(chain, draw, Albania_dim_0)float6415.3 16.42 ... 6.802e+03 6.811e+03
array([[[ 1.52967999e+01, 1.64158720e+01, 1.65931199e+01, ..., 7.92911685e+02, 7.94589564e+02, 7.96213970e+02], [ 1.58093970e+00, -2.56833258e+00, 2.35466538e+01, ..., 3.64356675e+03, 3.65882275e+03, 3.67215414e+03], [-3.01662006e+01, -2.62532847e+01, -3.40784125e+01, ..., -1.38989722e+03, -1.39084268e+03, -1.39582833e+03], ..., [ 7.05195060e+00, 1.69678736e+01, 3.33547355e+01, ..., 5.09404290e+03, 5.11434512e+03, 5.13268835e+03], [ 3.25245136e+01, 6.40381759e+01, 1.10295360e+02, ..., 1.58340996e+04, 1.58854096e+04, 1.59292055e+04], [ 1.13894916e+01, 3.20184765e+01, 4.54203910e+01, ..., 6.78220177e+03, 6.80183178e+03, 6.81131370e+03]]]) - US(chain, draw, US_dim_0)float644.448 18.26 14.76 ... -619.3 -628.7
array([[[ 4.44816295e+00, 1.82586869e+01, 1.47586556e+01, ..., 4.14978036e+03, 4.16063543e+03, 4.17290238e+03], [-5.03701101e+01, -9.68278376e+01, -1.16913853e+02, ..., -1.41306129e+04, -1.41622340e+04, -1.42023640e+04], [-3.79784558e+01, -3.30715359e+01, -3.89483469e+01, ..., -1.35016202e+03, -1.35282081e+03, -1.35683281e+03], ..., [ 1.92063481e+01, -1.08423128e+00, -1.43350730e+01, ..., -5.67599371e+02, -5.49389678e+02, -5.48904184e+02], [ 7.16566036e+00, 4.50471944e+01, 6.37428669e+01, ..., 8.46336853e+03, 8.49754586e+03, 8.53941204e+03], [-1.78075231e+01, -1.10091759e+01, -1.77674576e+01, ..., -6.13202304e+02, -6.19334395e+02, -6.28739202e+02]]]) - Bulgaria(chain, draw, Bulgaria_dim_0)float6450.04 28.65 ... -3.886e+03
array([[[ 5.00417027e+01, 2.86518029e+01, 6.75021944e+00, ..., 3.97434819e+03, 3.97674979e+03, 3.98243109e+03], [ 4.20023900e+00, 4.05860801e+01, 2.30217624e+01, ..., 6.32424849e+03, 6.32878309e+03, 6.34169736e+03], [ 4.72589604e+01, 2.25322699e+01, 1.65320821e+01, ..., -5.94466568e+02, -5.83015686e+02, -5.92744803e+02], ..., [-5.12510456e+00, 2.06752472e+01, -3.59032937e+01, ..., -2.22365705e+03, -2.27255919e+03, -2.26687598e+03], [ 2.56939279e+01, 5.78382537e+01, 8.77142436e+01, ..., 1.33354683e+04, 1.33647865e+04, 1.33962493e+04], [-1.29590577e+01, -2.17311896e+01, -2.97757901e+01, ..., -3.87477886e+03, -3.87543919e+03, -3.88575250e+03]]]) - North Macedonia(chain, draw, North Macedonia_dim_0)float6428.21 41.3 60.32 ... -708.4 -702.8
array([[[ 2.82103664e+01, 4.13035242e+01, 6.03209422e+01, ..., 6.04832982e+03, 6.05907963e+03, 6.07837663e+03], [-3.28877104e+01, -4.68118243e+01, -7.05843982e+01, ..., -8.64320235e+03, -8.65989224e+03, -8.68398279e+03], [ 8.26851939e+00, 1.57775138e+01, 1.26788954e+01, ..., -1.08814103e+03, -1.06940557e+03, -1.06614786e+03], ..., [-1.83106131e+01, -3.24352811e+01, -3.27184849e+01, ..., -3.36971064e+03, -3.36993520e+03, -3.37856839e+03], [ 1.70039005e+01, 1.92591695e+01, 2.68582904e+01, ..., 2.23039769e+03, 2.22585563e+03, 2.24611456e+03], [ 2.22568954e+01, -6.64977037e+00, 1.08396197e+01, ..., -6.99825672e+02, -7.08400843e+02, -7.02838893e+02]]]) - Algeria(chain, draw, Algeria_dim_0)float6413.19 7.146 ... 9.631e+03 9.654e+03
array([[[ 1.31927092e+01, 7.14601564e+00, 3.10855255e+01, ..., 7.61514192e+03, 7.62505091e+03, 7.64116073e+03], [-1.54408485e+01, -6.21263176e+00, -1.38164120e+01, ..., -1.60332725e+03, -1.59641263e+03, -1.60464835e+03], [ 2.67856479e+00, -2.21896320e+00, -1.99854515e+01, ..., -1.63776727e+03, -1.65104149e+03, -1.63998853e+03], ..., [-5.77024867e+00, -2.52610093e+01, -7.96430762e+00, ..., -4.98580768e+02, -4.92362318e+02, -4.81071973e+02], [ 1.52822793e+01, -3.63492790e+00, 1.10227139e+01, ..., 2.70237926e+03, 2.69483884e+03, 2.71147478e+03], [ 1.76741309e+01, 3.95522868e+01, 6.17549420e+01, ..., 9.60843987e+03, 9.63116781e+03, 9.65380958e+03]]]) - Portugal(chain, draw, Portugal_dim_0)float643.108 16.79 ... 2.845e+03 2.846e+03
array([[[ 3.10760234e+00, 1.67915616e+01, 3.41082934e+01, ..., 7.03908259e+03, 7.05210859e+03, 7.06957433e+03], [-2.79737908e+01, -4.33159205e+01, -4.61487582e+01, ..., -7.05984377e+03, -7.10082214e+03, -7.09621497e+03], [ 1.49745229e+01, -6.16814365e+00, -7.77913751e+00, ..., -1.66288202e+03, -1.66137694e+03, -1.67363697e+03], ..., [-2.94909109e+00, -7.96118428e+00, 9.39327726e+00, ..., 1.21389860e+03, 1.21942598e+03, 1.22359711e+03], [ 4.36920091e+01, 8.51074812e+01, 1.14176191e+02, ..., 1.83262702e+04, 1.83783856e+04, 1.84261117e+04], [-2.39532370e+01, 8.41432138e-01, 4.27931007e+01, ..., 2.85037134e+03, 2.84525472e+03, 2.84629918e+03]]]) - Peru(chain, draw, Peru_dim_0)float642.268 0.3324 ... 2.125e+03
array([[[ 2.26838539e+00, 3.32420772e-01, -3.97544286e+00, ..., 4.40323017e+02, 4.35839762e+02, 4.38019192e+02], [-1.08850756e+01, -2.06685444e+01, -3.19981759e+01, ..., -3.06198164e+03, -3.05803377e+03, -3.07038199e+03], [ 3.94839819e+01, 1.19133907e-01, 4.25147110e+01, ..., -8.38034064e+02, -8.83833931e+02, -8.90667822e+02], ..., [-1.89623454e+01, -1.52160368e+01, -8.95720157e+00, ..., -2.01928190e+02, -2.10348557e+02, -2.03552101e+02], [ 4.74590695e+01, 1.24160183e+02, 1.63701696e+02, ..., 2.51906515e+04, 2.52407480e+04, 2.53047840e+04], [-1.12329576e+01, -1.29655314e+01, 1.30542436e+01, ..., 2.12785318e+03, 2.14615961e+03, 2.12521360e+03]]]) - Poland(chain, draw, Poland_dim_0)float6412.54 38.15 ... -3.625e+03
array([[[ 1.25378572e+01, 3.81456306e+01, 2.50831444e+01, ..., 4.87587126e+03, 4.88209657e+03, 4.88638914e+03], [-1.24960573e+01, -3.32662851e+01, -4.58862895e+01, ..., -4.71774524e+03, -4.74047186e+03, -4.75990260e+03], [ 2.52618129e+00, -1.45072968e+00, -1.97607939e+00, ..., -9.51256036e+02, -9.53356118e+02, -9.55536933e+02], ..., [-1.60096209e+01, -5.06117438e+01, -4.35428102e+01, ..., -7.15631873e+03, -7.17695174e+03, -7.21731285e+03], [ 4.17859204e+01, 8.71463670e+01, 1.33210363e+02, ..., 1.98091750e+04, 1.98550958e+04, 1.99009943e+04], [-1.38505890e+01, -1.91446101e+01, -3.28951639e+01, ..., -3.61391016e+03, -3.62061020e+03, -3.62507888e+03]]]) - Croatia(chain, draw, Croatia_dim_0)float64-4.264 22.59 ... 7.852e+03 7.87e+03
array([[[-4.26375848e+00, 2.25877628e+01, 3.79942175e+01, ..., 6.54273826e+03, 6.54127636e+03, 6.57658551e+03], [-3.39757775e+01, -1.49343128e+01, -6.43723281e+01, ..., -7.29588580e+03, -7.35196565e+03, -7.32131034e+03], [-3.63396720e+00, -4.94446662e+01, -1.67943908e+01, ..., -1.13629285e+03, -1.12000788e+03, -1.14194137e+03], ..., [-2.04997407e+01, -2.83619539e+01, -2.93078076e+01, ..., -1.89670900e+03, -1.90295325e+03, -1.90649522e+03], [ 5.39190467e+01, 1.08292969e+02, 1.51686844e+02, ..., 2.16021245e+04, 2.16807761e+04, 2.16955180e+04], [ 1.36472688e+01, 3.14910317e+01, 4.95080330e+01, ..., 7.83411723e+03, 7.85227260e+03, 7.87044253e+03]]]) - Pakistan(chain, draw, Pakistan_dim_0)float6438.15 63.73 ... 7.669e+03 7.705e+03
array([[[ 3.81501301e+01, 6.37309341e+01, 9.10539495e+01, ..., 1.03671379e+04, 1.03912246e+04, 1.04076097e+04], [-2.03059207e+01, -1.15248210e+01, -1.11985261e+01, ..., -1.33683453e+03, -1.34327734e+03, -1.35956631e+03], [-1.44589636e+01, -1.83083664e+01, -1.98918900e+01, ..., -9.39412364e+02, -9.42642012e+02, -9.45081915e+02], ..., [ 6.20368960e+00, 1.35046661e+01, 7.23209849e+00, ..., 1.73945159e+03, 1.75072816e+03, 1.75120988e+03], [ 1.44155080e+01, 3.88502602e+01, 5.63426590e+01, ..., 9.19352002e+03, 9.20698306e+03, 9.22824001e+03], [ 1.32986643e+01, 2.93733732e+01, 6.20577819e+01, ..., 7.66259353e+03, 7.66915526e+03, 7.70490721e+03]]]) - Chile(chain, draw, Chile_dim_0)float64-4.005 8.615 ... -2.794e+03
array([[[-4.00534782e+00, 8.61547554e+00, 2.20688446e+01, ..., 5.49532878e+03, 5.50834375e+03, 5.51975524e+03], [-1.40608013e+01, 3.84624284e+00, 7.27117581e+00, ..., 2.84087301e+03, 2.85859761e+03, 2.85865629e+03], [-1.09120867e+01, -1.53289409e+01, -1.74617281e+01, ..., -1.28864753e+03, -1.29285662e+03, -1.29655839e+03], ..., [-1.91117884e+00, -5.52335852e+00, -1.11369685e+01, ..., -2.35508619e+03, -2.36045017e+03, -2.36527384e+03], [ 2.71506919e+01, 5.65285647e+01, 8.81222892e+01, ..., 1.29793334e+04, 1.30091119e+04, 1.30387841e+04], [-1.31376551e+01, -2.03563481e+01, -2.41107657e+01, ..., -2.77879590e+03, -2.78701481e+03, -2.79387522e+03]]]) - Finland(chain, draw, Finland_dim_0)float648.254 24.85 ... 4.09e+03 4.099e+03
array([[[ 8.25407081e+00, 2.48474035e+01, 4.45385402e+01, ..., 9.03255904e+03, 9.05406270e+03, 9.07606700e+03], [-3.18923114e+01, -6.75020196e+01, -1.02416556e+02, ..., -1.26161633e+04, -1.26439177e+04, -1.26746928e+04], [-5.49493376e+00, 1.02514631e+01, 2.70416643e+01, ..., -1.19359740e+03, -1.14490547e+03, -1.18611084e+03], ..., [-4.39616891e+00, -1.09919445e+01, -1.57770414e+01, ..., -2.82154581e+03, -2.83202917e+03, -2.83502105e+03], [ 2.64001308e+01, 3.71734732e+01, 5.32573227e+01, ..., 7.58349169e+03, 7.59273593e+03, 7.60649559e+03], [ 3.16201835e+00, 1.17747386e+01, 2.29046059e+01, ..., 4.08354605e+03, 4.08978689e+03, 4.09939732e+03]]]) - Mexico(chain, draw, Mexico_dim_0)float6426.29 5.766 ... -5.313e+03
array([[[ 2.62940424e+01, 5.76641044e+00, 3.88765476e+01, ..., 5.84187984e+03, 5.86783408e+03, 5.88888418e+03], [-4.12178217e+00, -4.61062016e+00, -6.19064495e-01, ..., 7.73000531e+02, 7.62123203e+02, 7.70451291e+02], [ 2.47562427e+01, 2.84832796e+01, 2.29280492e+01, ..., -8.38164246e+02, -8.42691632e+02, -8.52247906e+02], ..., [-1.33260702e+01, -2.39373082e+01, -1.04393321e+01, ..., -2.96660909e+02, -2.99565103e+02, -2.99307659e+02], [ 4.98621351e+00, 1.33133733e+01, 1.12177503e+01, ..., 3.03972118e+03, 3.02762911e+03, 3.05337932e+03], [-1.56502196e+01, -2.58268858e+01, -4.07779886e+01, ..., -5.28172668e+03, -5.29299030e+03, -5.31276176e+03]]]) - Thailand(chain, draw, Thailand_dim_0)float648.943 34.39 56.8 ... -797.2 -777.7
array([[[ 8.94340957e+00, 3.43870491e+01, 5.68030908e+01, ..., 9.07503131e+03, 9.09245733e+03, 9.11750518e+03], [ 1.01603135e+00, 1.43400127e+01, 4.39050029e+01, ..., 8.00364397e+03, 8.06146357e+03, 8.05278690e+03], [ 1.27598544e+01, 1.27329573e+01, 6.33045303e+00, ..., -1.58506398e+03, -1.58481110e+03, -1.59158905e+03], ..., [-2.16748068e+01, -2.63635075e+01, -4.01745545e+01, ..., -5.75992639e+03, -5.77021736e+03, -5.76837897e+03], [ 1.75531803e+01, 4.86041134e+01, 7.41870029e+01, ..., 1.29754761e+04, 1.30134081e+04, 1.30321279e+04], [-7.09739628e+00, -8.94615038e+00, -2.08244558e+01, ..., -7.88178199e+02, -7.97236604e+02, -7.77740461e+02]]]) - Israel(chain, draw, Israel_dim_0)float649.18 46.31 ... 1.803e+03 1.792e+03
array([[[ 9.18045165e+00, 4.63061809e+01, 7.11429552e+01, ..., 1.23048916e+04, 1.23134587e+04, 1.23468847e+04], [-6.46577611e+01, -8.60344954e+01, -1.22240264e+02, ..., -1.62004143e+04, -1.62221185e+04, -1.62843119e+04], [-3.11386387e+01, -3.50977427e+01, -4.37357262e+01, ..., -1.53772710e+03, -1.53213588e+03, -1.54351157e+03], ..., [-1.42318204e+01, -1.29952778e+01, -2.67158541e+01, ..., -5.19046417e+03, -5.20679810e+03, -5.20105402e+03], [ 5.63078913e+00, 1.89005105e+01, 2.55940487e+01, ..., 3.89046377e+03, 3.90232668e+03, 3.90890038e+03], [-1.64754114e+00, -4.41453035e+00, 1.59752535e+01, ..., 1.79538870e+03, 1.80305776e+03, 1.79186379e+03]]]) - Slovakia(chain, draw, Slovakia_dim_0)float6421.54 35.07 ... 1.426e+03 1.438e+03
array([[[ 2.15434559e+01, 3.50664325e+01, 4.92056506e+01, ..., 6.75593971e+03, 6.76913968e+03, 6.76475487e+03], [-2.42343450e+01, -4.03148536e+01, -5.69705882e+01, ..., -6.86030811e+03, -6.87736112e+03, -6.89250274e+03], [ 8.46003498e+00, -4.02960387e+00, -8.18457141e+00, ..., -8.09317256e+02, -8.09500119e+02, -8.11472500e+02], ..., [-9.39589065e+00, -1.85232901e+01, -1.34805561e+01, ..., 9.77536364e+02, 9.89960672e+02, 9.87839914e+02], [ 8.29042302e+00, 1.89990893e+01, 2.12024788e+01, ..., 4.55138424e+03, 4.55729094e+03, 4.57243563e+03], [ 3.46897050e+00, -2.79370604e+00, 6.83035920e+00, ..., 1.42977116e+03, 1.42627264e+03, 1.43780974e+03]]]) - Canada(chain, draw, Canada_dim_0)float645.783 12.31 29.46 ... -362.7 -373.4
array([[[ 5.78264576e+00, 1.23073140e+01, 2.94579183e+01, ..., 1.27878788e+03, 1.29512234e+03, 1.28851083e+03], [-2.32426817e+01, -5.31663581e+01, -5.70076752e+01, ..., -7.41113554e+03, -7.41633413e+03, -7.44861429e+03], [ 1.92324314e+01, 5.53678270e+00, 1.43885858e+01, ..., -1.45495003e+03, -1.46333633e+03, -1.47710298e+03], ..., [-8.00061252e+00, -1.16880281e+01, -1.12448637e+01, ..., -3.33818019e+02, -3.33971300e+02, -3.35169074e+02], [ 1.92671362e+01, 6.85757207e+01, 1.02694010e+02, ..., 1.65774188e+04, 1.66178591e+04, 1.66529157e+04], [ 7.65422051e+00, -1.49776977e+01, -7.36083541e+00, ..., -3.79643032e+02, -3.62689500e+02, -3.73355702e+02]]]) - Italy(chain, draw, Italy_dim_0)float64-5.86 -3.012 ... 6.651e+03
array([[[-5.86047854e+00, -3.01223418e+00, -5.15184628e+00, ..., 1.31249200e+03, 1.30687334e+03, 1.29877942e+03], [-5.05702342e+01, -5.53367782e+01, -9.32449704e+01, ..., -1.00373789e+04, -1.00452314e+04, -1.01004465e+04], [-2.91901130e+01, -2.75843248e+01, -2.14443177e+01, ..., -1.58779149e+03, -1.58463078e+03, -1.61917926e+03], ..., [-3.38129372e+00, 2.07074918e+00, -6.47921396e-01, ..., 3.05902157e+03, 3.07037482e+03, 3.07587997e+03], [ 9.11529362e+00, 8.79316819e+01, 9.38522019e+01, ..., 1.01994387e+04, 1.01596005e+04, 1.01738440e+04], [ 1.66989128e-01, 8.44325850e+01, 5.13636573e+01, ..., 6.63423228e+03, 6.63192982e+03, 6.65095982e+03]]]) - Sweden(chain, draw, Sweden_dim_0)float64-10.19 -16.33 ... 9.935e+03
array([[[-1.01863619e+01, -1.63327106e+01, -1.14186827e+01, ..., 1.27120648e+03, 1.26239984e+03, 1.28278777e+03], [-5.64468582e+00, -1.33998703e+01, -2.16875489e+01, ..., -1.13472335e+03, -1.14170478e+03, -1.14572862e+03], [ 8.91702482e+00, 1.68944552e+01, 1.35009124e+01, ..., -9.33481688e+02, -9.26740508e+02, -9.46339574e+02], ..., [-5.14033600e+01, -4.37861707e+01, -5.90784602e+01, ..., -8.69368662e+03, -8.71964247e+03, -8.74373375e+03], [ 3.76235564e+01, 8.77111160e+01, 1.22563634e+02, ..., 1.99151907e+04, 1.99628772e+04, 1.99995250e+04], [ 1.77015670e+01, 3.81007467e+01, 6.51357986e+01, ..., 9.87833524e+03, 9.91103859e+03, 9.93483205e+03]]]) - Singapore(chain, draw, Singapore_dim_0)float6448.78 40.47 ... 1.012e+04 1.012e+04
array([[[ 4.87773236e+01, 4.04733350e+01, 1.68818199e+01, ..., 5.13746640e+03, 5.14245011e+03, 5.13743285e+03], [-3.49905842e+00, -2.56108017e+01, -3.96470519e+01, ..., -5.21173348e+03, -5.23545035e+03, -5.23584767e+03], [-5.51347901e+00, -9.48952021e+00, -1.47497049e+01, ..., -6.53899505e+02, -6.55517550e+02, -6.52470314e+02], ..., [-1.15670842e+01, -1.29422160e+01, -5.78758742e+01, ..., -4.84270871e+03, -4.82768857e+03, -4.87959391e+03], [ 1.89071201e+01, 3.35702004e+01, 4.48875035e+01, ..., 6.09152648e+03, 6.10269462e+03, 6.11945605e+03], [-1.24828592e+01, 4.61368371e+01, 6.86324159e+01, ..., 1.00658265e+04, 1.01151212e+04, 1.01225955e+04]]]) - Cyprus(chain, draw, Cyprus_dim_0)float64-19.28 -19.97 ... 1.118e+03
array([[[-1.92848171e+01, -1.99716846e+01, -1.58362499e+01, ..., -1.65861312e+03, -1.67329677e+03, -1.66505914e+03], [ 2.44352619e+01, 6.04108383e+01, 9.03051893e+01, ..., 1.41250262e+04, 1.41553998e+04, 1.41954680e+04], [-9.85531552e-02, -1.51847087e+01, -1.56177719e+01, ..., -1.04153514e+03, -1.06546139e+03, -1.05201872e+03], ..., [-2.14844155e+00, -7.11784945e+00, -5.90863442e+00, ..., -5.00263755e+02, -5.00365982e+02, -5.02734346e+02], [ 1.19513278e+01, 2.75046267e+01, 6.42223531e+01, ..., 5.50884934e+03, 5.54619216e+03, 5.56622952e+03], [ 4.75830227e+00, -1.78324947e-02, 9.01186504e+00, ..., 1.11912383e+03, 1.11472638e+03, 1.11756853e+03]]]) - Ecuador(chain, draw, Ecuador_dim_0)float6427.83 8.256 ... 4.293e+03 4.299e+03
array([[[ 2.78302344e+01, 8.25613580e+00, -1.18143787e+01, ..., 1.65335858e+03, 1.64294116e+03, 1.65757371e+03], [-2.49143478e+01, -4.58483847e+01, -6.46498187e+01, ..., -7.45686710e+03, -7.47604677e+03, -7.49056791e+03], [-3.21884486e+01, -4.13116330e+01, -2.45587627e+01, ..., -1.61713025e+03, -1.62098578e+03, -1.58966787e+03], ..., [ 9.74777879e-01, -4.08526948e+00, -4.77981408e+01, ..., -1.43917905e+03, -1.43997975e+03, -1.42276018e+03], [ 3.92765182e+01, 6.79711518e+01, 1.02817657e+02, ..., 1.36893814e+04, 1.36987398e+04, 1.37544253e+04], [ 1.65962604e+01, 1.34490603e+01, 2.07970742e+01, ..., 4.25776493e+03, 4.29343337e+03, 4.29855140e+03]]]) - Malta(chain, draw, Malta_dim_0)float64-15.88 -20.17 ... -1.952e+03
array([[[-1.58828631e+01, -2.01727867e+01, -2.70625583e+01, ..., -2.61360203e+03, -2.62058189e+03, -2.62412612e+03], [-3.45189614e+00, -1.49857463e+01, -1.52516669e+01, ..., -1.43276335e+03, -1.43071938e+03, -1.43912115e+03], [-5.33567918e+00, -1.95823848e+01, -1.51736545e+01, ..., -1.01152786e+03, -1.00849614e+03, -1.01768431e+03], ..., [ 6.16942598e+00, 1.12521029e+00, 4.23375386e+00, ..., -4.70918682e+01, -5.05424961e+01, -4.91102251e+01], [ 3.87129988e+01, 9.99430115e+01, 1.59711652e+02, ..., 2.30571278e+04, 2.31102745e+04, 2.31652272e+04], [ 1.41110326e+01, -4.00753971e+01, 3.22083709e+00, ..., -1.92954809e+03, -1.95059006e+03, -1.95150789e+03]]]) - Estonia(chain, draw, Estonia_dim_0)float64-17.08 -14.82 ... 6.062e+03
array([[[-1.70755264e+01, -1.48187409e+01, -2.67484857e+01, ..., -1.16594487e+03, -1.15536513e+03, -1.15535658e+03], [-6.33853017e+01, -1.18193862e+02, -8.58699807e+01, ..., -1.09260039e+04, -1.09498234e+04, -1.09981157e+04], [-1.87167625e+00, -1.14822206e+01, -1.64304034e+01, ..., -1.48308948e+03, -1.49243213e+03, -1.49739888e+03], ..., [-1.66500048e+01, -1.54823200e+01, -4.87833894e+01, ..., -5.47345917e+03, -5.45807964e+03, -5.49424634e+03], [ 6.99166849e+01, 1.24011460e+02, 1.90823077e+02, ..., 2.77516797e+04, 2.78191946e+04, 2.78709878e+04], [-1.08275683e+01, 2.43487768e+01, 5.88453661e+01, ..., 6.04153984e+03, 6.04915861e+03, 6.06223992e+03]]]) - Denmark(chain, draw, Denmark_dim_0)float6411.53 6.097 ... 4.566e+03 4.575e+03
array([[[ 1.15252306e+01, 6.09720021e+00, 1.58433118e+01, ..., 1.95076902e+03, 1.97532344e+03, 1.96376709e+03], [-7.11805119e+00, -6.81906836e-01, 1.33111300e+01, ..., 3.20542910e+03, 3.19663333e+03, 3.21002585e+03], [-9.47449792e+00, -1.61812483e+01, -1.71006933e+01, ..., -1.29417882e+03, -1.29275074e+03, -1.29682118e+03], ..., [-1.46327740e+01, -3.45819381e+01, -2.50273630e+01, ..., -8.90477516e+02, -8.78613263e+02, -8.38799478e+02], [ 2.63014044e+01, 9.52239340e+01, 9.87612274e+01, ..., 1.80381304e+04, 1.81409012e+04, 1.81394748e+04], [ 6.13671222e+00, 1.57864136e+01, 2.42326852e+01, ..., 4.55406229e+03, 4.56566340e+03, 4.57468177e+03]]]) - Panama(chain, draw, Panama_dim_0)float6425.59 44.85 65.33 ... -85.87 -63.48
array([[[ 2.55925732e+01, 4.48519415e+01, 6.53292364e+01, ..., 5.81731504e+03, 5.83180214e+03, 5.83552253e+03], [-1.20883710e+01, -4.88616868e+01, 2.98853859e+01, ..., -2.94630023e+03, -2.88668501e+03, -2.93924019e+03], [-1.96958944e+01, -2.55747863e+01, -3.88509681e+01, ..., -1.53830570e+03, -1.52072138e+03, -1.54086411e+03], ..., [-1.62531338e+01, -6.29088299e+00, 2.94678599e+00, ..., 1.17023840e+03, 1.16982175e+03, 1.18958442e+03], [ 2.93099955e+01, 5.23565757e+01, 7.03026179e+01, ..., 1.20294268e+04, 1.20329960e+04, 1.20862220e+04], [-1.43386811e-01, 2.78984861e+00, -1.58818347e+01, ..., -8.67148884e+01, -8.58731217e+01, -6.34831324e+01]]]) - Lebanon(chain, draw, Lebanon_dim_0)float649.628 21.12 ... 9.913e+03 9.932e+03
array([[[ 9.62797287e+00, 2.11197846e+01, 2.04394269e+01, ..., 2.33170254e+03, 2.33072764e+03, 2.34299941e+03], [-2.20050824e+01, 1.32250890e+01, 7.31640541e+00, ..., 1.71579369e+03, 1.76017595e+03, 1.71533812e+03], [ 2.20145999e+01, 2.49580885e+01, 1.66004969e+01, ..., -5.60195132e+02, -5.55648056e+02, -5.49845344e+02], ..., [-1.77464892e+01, -2.68208104e+01, -4.76526887e+01, ..., -6.25884308e+03, -6.25714770e+03, -6.28068192e+03], [ 2.14177206e+01, 3.48194336e+01, 5.07510792e+01, ..., 8.06388548e+03, 8.08114610e+03, 8.09961580e+03], [ 1.72279836e+01, 4.60068719e+01, 3.65408084e+01, ..., 9.87897673e+03, 9.91287021e+03, 9.93205509e+03]]]) - United Arab Emirates(chain, draw, United Arab Emirates_dim_0)float6414.2 43.03 ... 4.513e+03 4.541e+03
array([[[ 1.41980835e+01, 4.30329963e+01, 6.68452663e+01, ..., 1.09249270e+04, 1.09521765e+04, 1.09758570e+04], [-5.00090956e+01, -6.10226443e+01, -1.23951578e+02, ..., -1.54916302e+04, -1.55135133e+04, -1.55515717e+04], [ 7.76104217e+00, 4.71975440e+00, 7.75327414e+00, ..., -1.22895790e+03, -1.23108883e+03, -1.23301327e+03], ..., [-3.99538285e+01, -5.14542351e+00, -1.07952434e+01, ..., 2.87658634e+03, 2.86686283e+03, 2.87694455e+03], [ 4.42477217e+01, 1.08312018e+02, 1.17303043e+02, ..., 1.86727858e+04, 1.87434202e+04, 1.87594665e+04], [ 1.45514066e+01, 3.62105439e+01, 8.20855819e+01, ..., 4.50083826e+03, 4.51329523e+03, 4.54055084e+03]]]) - United Kingdom(chain, draw, United Kingdom_dim_0)float64-21.46 -20.04 ... 6.342e+03
array([[[-2.14587908e+01, -2.00363675e+01, -1.93534196e+01, ..., 5.87448541e+02, 5.89036615e+02, 5.90649973e+02], [-2.44088045e+01, 1.66578370e+01, -3.30349822e+00, ..., 3.53626986e+03, 3.51400079e+03, 3.55393938e+03], [-4.48901644e+01, -4.42673135e+01, -4.90962883e+01, ..., -1.06763922e+03, -1.07441540e+03, -1.07645663e+03], ..., [-1.20920887e+01, -2.59433202e+00, -7.26803802e+00, ..., 6.61340568e+02, 6.57527777e+02, 6.58983232e+02], [ 4.28369237e+00, 2.97297110e+01, 4.85951971e+01, ..., 8.74267092e+03, 8.76304630e+03, 8.76516663e+03], [ 1.79352755e+01, 3.88854453e+01, 2.84186843e+01, ..., 6.30660577e+03, 6.34470645e+03, 6.34244623e+03]]]) - Jordan(chain, draw, Jordan_dim_0)float64-4.47 24.3 16.76 ... 614.8 613.7
array([[[-4.46985825e+00, 2.42964655e+01, 1.67574265e+01, ..., 5.30905454e+03, 5.32160917e+03, 5.31448998e+03], [ 1.51074974e+01, 4.86459648e+01, 8.59754281e+01, ..., 1.18863747e+04, 1.19086737e+04, 1.19500943e+04], [ 4.54480907e+00, -3.81032453e-01, -1.78328789e+01, ..., -1.33607576e+03, -1.32927103e+03, -1.33541865e+03], ..., [ 4.91693184e+00, 1.27920743e+00, 1.63598471e+01, ..., 1.57115546e+03, 1.58311768e+03, 1.58743736e+03], [ 1.90603481e+01, 2.30331659e+01, 4.52470875e+01, ..., 6.81567017e+03, 6.82852907e+03, 6.85229641e+03], [ 1.84190361e+01, -5.74794721e+00, -8.95451420e+00, ..., 5.97596362e+02, 6.14813758e+02, 6.13728579e+02]]]) - Indonesia(chain, draw, Indonesia_dim_0)float6420.42 11.07 ... 1.658e+03 1.652e+03
array([[[ 2.04214703e+01, 1.10661296e+01, 2.01970895e+01, ..., 2.30501519e+03, 2.32111099e+03, 2.30606929e+03], [-1.51317248e+01, -1.67213781e+01, -1.71279716e+01, ..., -1.23280569e+03, -1.23397099e+03, -1.23733452e+03], [-1.26605627e+01, -1.29970635e+01, -1.49853329e+01, ..., -1.21760228e+03, -1.21829864e+03, -1.22580172e+03], ..., [ 1.34153556e+01, 1.94502635e+01, 1.94992769e+01, ..., 3.69748683e+03, 3.70368486e+03, 3.70957528e+03], [ 1.83651768e+01, 1.08794225e+02, 1.77492924e+02, ..., 2.63919862e+04, 2.64350458e+04, 2.64979822e+04], [ 3.08171710e+01, -3.02022495e+00, 9.50727948e+00, ..., 1.66814229e+03, 1.65751361e+03, 1.65207521e+03]]]) - Netherlands(chain, draw, Netherlands_dim_0)float643.052 9.542 ... 2e+03 2.003e+03
array([[[ 3.05197200e+00, 9.54166912e+00, 5.88086127e+00, ..., 2.54877350e+03, 2.56013104e+03, 2.50578572e+03], [-2.68539852e+01, -4.55431712e+01, -6.27316779e+01, ..., -6.34296159e+03, -6.37884214e+03, -6.37928857e+03], [-8.61534078e+00, -4.09849862e+00, -1.33305224e+01, ..., -1.01932589e+03, -1.01837155e+03, -1.02465878e+03], ..., [-7.57944177e+00, -2.74376181e+01, -4.78469053e+01, ..., -8.54736760e+03, -8.56727859e+03, -8.58732147e+03], [ 2.48127658e+01, 3.48396376e+01, 7.26936895e+01, ..., 8.70194590e+03, 8.72460943e+03, 8.74233571e+03], [ 1.64571352e+00, 5.03505698e+00, 7.08991687e+00, ..., 1.98555714e+03, 1.99996162e+03, 2.00308634e+03]]]) - Iraq(chain, draw, Iraq_dim_0)float6431.15 32.25 37.53 ... -845.9 -832.4
array([[[ 3.11474241e+01, 3.22461900e+01, 3.75300541e+01, ..., 6.80720748e+03, 6.84172449e+03, 6.84243586e+03], [-1.10353970e+01, -1.31771226e+01, -2.30034167e+01, ..., -1.85731010e+03, -1.86210601e+03, -1.86188396e+03], [-1.76951415e+01, -3.84664952e+01, -1.98818382e+01, ..., -1.29941735e+03, -1.30150601e+03, -1.31773731e+03], ..., [-3.93037852e+00, 2.12845764e+01, 3.40447107e+01, ..., 5.76651649e+03, 5.81567241e+03, 5.76475202e+03], [ 7.80998652e+00, 3.88071875e-02, 4.47754779e+01, ..., 7.09098141e+03, 7.07001365e+03, 7.11161578e+03], [ 1.88444985e+01, 3.90976070e+00, -3.96033719e+01, ..., -8.58002603e+02, -8.45874167e+02, -8.32446925e+02]]]) - Latvia(chain, draw, Latvia_dim_0)float64-1.123 8.302 ... 1.239e+03
array([[[-1.12334213e+00, 8.30211591e+00, 1.17716056e+01, ..., 1.84722547e+03, 1.86047999e+03, 1.85801600e+03], [-2.57262730e+01, -3.20977700e+01, -4.71334502e+01, ..., -5.50887229e+03, -5.53159408e+03, -5.53784278e+03], [-1.06206268e+00, -4.06145906e+01, -3.30569756e+01, ..., -1.31415711e+03, -1.33316783e+03, -1.34111993e+03], ..., [-3.50861635e+00, -1.09003789e+01, -2.98129373e+01, ..., -4.50302078e+03, -4.50465003e+03, -4.52377580e+03], [ 2.99919062e+01, 5.39562531e+01, 9.47473376e+01, ..., 1.53648467e+04, 1.54109905e+04, 1.54375867e+04], [-3.85076799e+00, 2.46935421e+00, 9.02107556e+00, ..., 1.22883727e+03, 1.23868040e+03, 1.23938341e+03]]]) - Egypt(chain, draw, Egypt_dim_0)float645.204 5.489 ... 9.202e+03 9.211e+03
array([[[ 5.20427237e+00, 5.48918796e+00, 1.39953901e+00, ..., 4.01357623e+02, 4.36799384e+02, 4.21683026e+02], [ 1.08414842e+01, 5.73461133e+01, 7.20424814e+01, ..., 1.32218891e+04, 1.32484356e+04, 1.32901498e+04], [ 7.26502721e+00, -6.26391583e+00, 1.24268231e+00, ..., -9.19712249e+02, -9.29733134e+02, -9.39947819e+02], ..., [-1.40322564e+01, -1.83420471e+01, -9.42443703e+00, ..., -6.66533382e+02, -6.71615208e+02, -6.68311181e+02], [ 4.13095445e+01, 7.73070557e+01, 9.19116817e+01, ..., 1.44694941e+04, 1.45170514e+04, 1.45616353e+04], [ 2.51707251e+01, 4.51303812e+01, 6.58003538e+01, ..., 9.16584247e+03, 9.20228514e+03, 9.21089621e+03]]]) - Malaysia(chain, draw, Malaysia_dim_0)float6425.66 22.67 ... 7.19e+03 7.196e+03
array([[[ 2.56591736e+01, 2.26715174e+01, 5.23005595e+01, ..., 5.07433791e+03, 5.08462996e+03, 5.10114014e+03], [-9.63332693e+00, 3.53948400e+01, 6.73215473e+01, ..., 1.10589619e+04, 1.10700422e+04, 1.11406478e+04], [ 1.77960534e+01, 2.43565640e+01, 8.97280397e+00, ..., -1.69731723e+03, -1.71453325e+03, -1.69264178e+03], ..., [-1.33786317e+01, -2.60274556e+01, -3.87573168e+01, ..., -5.46392388e+03, -5.47656823e+03, -5.48949039e+03], [ 4.84452438e+00, -9.97764459e+00, 1.96192504e+01, ..., 2.54040575e+03, 2.58046586e+03, 2.56022249e+03], [ 1.62342695e+01, 3.73299382e+01, 4.56537770e+01, ..., 7.17085580e+03, 7.19031439e+03, 7.19622268e+03]]]) - Saudi Arabia(chain, draw, Saudi Arabia_dim_0)float6419.94 32.98 ... 7.849e+03 7.866e+03
array([[[ 1.99396261e+01, 3.29792140e+01, 5.20989036e+01, ..., 5.39144617e+03, 5.41001275e+03, 5.42387357e+03], [-7.30203895e+00, -6.35949206e+01, -5.44645427e+01, ..., -6.38948495e+03, -6.41609222e+03, -6.43248125e+03], [-7.42278572e+00, -8.84734637e+00, -1.56308196e+01, ..., -1.36171630e+03, -1.36441395e+03, -1.37380225e+03], ..., [-9.79242404e+00, -5.73059376e+00, -1.93660073e+00, ..., 2.20133372e+03, 2.20666386e+03, 2.21212146e+03], [ 1.99287833e+01, 1.09502595e+01, -4.81410561e+00, ..., 1.18757342e+03, 1.18237699e+03, 1.19417723e+03], [ 1.52915895e+01, 3.14102429e+01, 4.52579140e+01, ..., 7.82006744e+03, 7.84873116e+03, 7.86574359e+03]]]) - Colombia(chain, draw, Colombia_dim_0)float6418.75 25.98 ... 4.841e+03 4.839e+03
array([[[ 1.87523395e+01, 2.59782641e+01, 3.77587978e+01, ..., 5.71778190e+03, 5.73267233e+03, 5.74369144e+03], [-7.46317066e+00, -1.60317483e+01, -1.60079373e+01, ..., -3.88317475e+02, -3.98894314e+02, -3.84878004e+02], [ 2.47394742e+01, 4.17936783e+01, 1.96125565e+00, ..., -1.54481294e+03, -1.50955372e+03, -1.48662003e+03], ..., [-7.60347194e+00, -4.74621968e+01, -2.32857994e+01, ..., -6.51018317e+03, -6.52076083e+03, -6.54284530e+03], [ 1.90029960e+01, 6.37463009e+01, 9.12128382e+01, ..., 1.43296942e+04, 1.43549676e+04, 1.43899893e+04], [ 4.85695460e+00, 1.52159777e+01, 3.06359976e+01, ..., 4.82572817e+03, 4.84124646e+03, 4.83855201e+03]]]) - Andorra(chain, draw, Andorra_dim_0)float643.095 18.28 ... 3.976e+03 3.989e+03
array([[[ 3.09527178e+00, 1.82848309e+01, 3.05431378e+01, ..., 5.77535763e+03, 5.79063784e+03, 5.80010101e+03], [ 2.04973621e+01, 5.85815669e+01, 9.74945982e+01, ..., 1.33601353e+04, 1.33979387e+04, 1.34240850e+04], [ 8.09342018e+00, -3.25515648e+00, -1.12831218e+01, ..., -1.38562296e+03, -1.37816680e+03, -1.39311247e+03], ..., [-4.92132955e+00, 1.50434128e+01, 1.45829039e+01, ..., 4.22640756e+03, 4.22559558e+03, 4.22284650e+03], [ 1.79051023e+01, 3.50733760e+01, 5.94531492e+01, ..., 9.45854045e+03, 9.48044375e+03, 9.50113079e+03], [ 7.63139913e+00, 1.50371055e+01, 2.43070834e+01, ..., 3.97198788e+03, 3.97605494e+03, 3.98869073e+03]]]) - India(chain, draw, India_dim_0)float6434.21 58.15 ... 4.166e+03 4.163e+03
array([[[ 3.42145260e+01, 5.81486088e+01, 8.86050194e+01, ..., 1.27297080e+04, 1.27467672e+04, 1.27840627e+04], [-5.47592328e+01, -9.63617824e+01, -1.39568332e+02, ..., -1.90625020e+04, -1.91099695e+04, -1.91519891e+04], [ 1.45249483e+00, -7.84762627e-02, -8.99098580e-01, ..., -1.04752173e+03, -1.05474406e+03, -1.05580682e+03], ..., [-5.14045308e+00, 9.97993905e+00, -8.15034502e-01, ..., 8.40189594e+02, 8.31099639e+02, 8.31410627e+02], [ 2.32511218e+01, 4.50345890e+01, 2.35050739e+01, ..., 4.73575103e+03, 4.72648950e+03, 4.72602712e+03], [-2.54346516e+00, 1.23953708e+01, 2.19986772e+01, ..., 4.15924320e+03, 4.16643473e+03, 4.16293568e+03]]]) - Uruguay(chain, draw, Uruguay_dim_0)float649.405 22.74 ... 1.583e+03 1.583e+03
array([[[ 9.40457700e+00, 2.27387904e+01, 3.09802598e+01, ..., 2.75353655e+03, 2.76030485e+03, 2.76623872e+03], [-5.29308090e+00, 3.34285959e+01, 5.24606446e+01, ..., 7.24505552e+03, 7.25624222e+03, 7.26978192e+03], [ 1.91744483e+01, 1.27640565e+01, 1.95773662e+01, ..., -1.11326380e+03, -1.11253340e+03, -1.12640672e+03], ..., [-2.68676107e+01, -3.39304784e+01, -4.17074246e+01, ..., -3.03414709e+03, -3.04263855e+03, -3.04794072e+03], [ 3.75239555e+01, 8.27771562e+01, 1.28237212e+02, ..., 1.95348839e+04, 1.95797839e+04, 1.96254662e+04], [-2.30895171e+00, 2.70758616e+00, 3.48796131e+00, ..., 1.57479046e+03, 1.58330285e+03, 1.58252181e+03]]]) - Russia(chain, draw, Russia_dim_0)float6459.99 5.198 ... 3.324e+03 3.35e+03
array([[[ 5.99855058e+01, 5.19771141e+00, 4.43306035e+01, ..., 1.08171739e+04, 1.07876574e+04, 1.08474901e+04], [-3.53694251e+01, -5.37694079e+01, -8.00189285e+01, ..., -8.77800768e+03, -8.79584742e+03, -8.80203146e+03], [-7.04008715e-02, -1.42371577e+01, -1.29182997e+01, ..., -1.51257825e+03, -1.50302254e+03, -1.52312357e+03], ..., [-1.83105705e+01, -3.25557709e+01, -2.98192169e+01, ..., -2.86890867e+03, -2.86760984e+03, -2.87446999e+03], [-1.86577973e+01, -2.26597311e+01, -4.78777876e+01, ..., -5.99095897e+03, -6.00560024e+03, -6.02645247e+03], [ 1.92144964e+01, -2.65963605e+00, 1.89467669e+01, ..., 3.31343558e+03, 3.32446711e+03, 3.35022716e+03]]]) - Luxembourg(chain, draw, Luxembourg_dim_0)float644.065 11.54 ... 6.653e+03 6.677e+03
array([[[ 4.06460409e+00, 1.15407896e+01, 1.44487568e+01, ..., 2.72244060e+03, 2.72885505e+03, 2.74045012e+03], [-1.61202831e+01, -5.13077124e+00, 4.35030886e-02, ..., 2.55034179e+02, 2.52596668e+02, 2.61279847e+02], [-3.21459637e+01, -3.18170835e+01, -3.67162016e+01, ..., -1.36137913e+03, -1.36664265e+03, -1.37414030e+03], ..., [-2.49548071e+01, -3.18974184e+01, -4.05608927e+01, ..., -3.02664251e+03, -3.04030289e+03, -3.04967879e+03], [-9.80969124e+00, -2.02742469e+01, -1.61971263e+01, ..., -1.72653339e+03, -1.73698248e+03, -1.73731198e+03], [ 1.57165087e+01, 1.73319644e+01, 6.20916225e+01, ..., 6.63344833e+03, 6.65259590e+03, 6.67721471e+03]]]) - Serbia(chain, draw, Serbia_dim_0)float648.178 24.75 ... 7.261e+03 7.278e+03
array([[[ 8.17776610e+00, 2.47532490e+01, 4.62676100e+01, ..., 7.85615837e+03, 7.87491743e+03, 7.89358325e+03], [-2.25162484e+01, -2.85684863e+01, -4.90685593e+01, ..., -5.15480019e+03, -5.16336782e+03, -5.17381898e+03], [ 1.95623768e+01, 2.01240880e+00, -1.52276359e+01, ..., -1.40801158e+03, -1.44858830e+03, -1.43047572e+03], ..., [ 1.65206231e+01, 5.65695930e+00, 7.80039368e+00, ..., 4.46228847e+02, 4.42466059e+02, 4.31908798e+02], [-5.02754122e+00, 5.52568814e+01, 1.16167688e+02, ..., 1.16177614e+04, 1.16640567e+04, 1.16626028e+04], [ 1.13685758e+01, 3.01613301e+01, 4.57843676e+01, ..., 7.24614705e+03, 7.26127163e+03, 7.27838510e+03]]]) - Armenia(chain, draw, Armenia_dim_0)float6428.75 37.99 54.62 ... -909.7 -899.9
array([[[ 2.87488322e+01, 3.79859003e+01, 5.46249329e+01, ..., 3.70696830e+03, 3.72696040e+03, 3.73554725e+03], [-2.46140386e+01, -4.67745335e+01, -6.13782746e+01, ..., -7.74690471e+03, -7.76195520e+03, -7.78052184e+03], [-1.69420691e+01, 2.06982249e+00, -2.98431601e+01, ..., -1.49376013e+03, -1.48487463e+03, -1.50785337e+03], ..., [-3.36885528e+00, -1.38112515e+01, -4.21937946e+00, ..., 5.69148070e+02, 5.72762895e+02, 5.72158865e+02], [ 2.72592449e+01, 5.75351631e+01, 9.08262971e+01, ..., 1.29249190e+04, 1.29514085e+04, 1.29874936e+04], [-5.06986592e+00, -2.83726109e+01, -3.05304888e+01, ..., -8.81622556e+02, -9.09710575e+02, -8.99937867e+02]]]) - Moldova(chain, draw, Moldova_dim_0)float6411.58 34.88 ... 8.019e+03 8.036e+03
array([[[ 1.15833838e+01, 3.48824969e+01, 4.36037965e+01, ..., 8.20695164e+03, 8.23293131e+03, 8.23946804e+03], [-5.02766096e+01, -9.23584573e+01, -1.31158658e+02, ..., -1.77818549e+04, -1.78205720e+04, -1.78595136e+04], [-1.15817130e+01, -1.50175975e+01, -1.79782087e+01, ..., -1.24855551e+03, -1.25150197e+03, -1.25389088e+03], ..., [-3.35016749e+01, -4.02312228e+01, -5.18572791e+01, ..., -4.31131460e+03, -4.32054773e+03, -4.33137122e+03], [ 3.46033945e+01, 6.97871328e+01, 9.49045995e+01, ..., 1.55861953e+04, 1.56442977e+04, 1.56500722e+04], [ 2.86166627e+00, 3.43153159e+01, 5.20311336e+01, ..., 7.98694121e+03, 8.01949765e+03, 8.03551111e+03]]]) - Belgium(chain, draw, Belgium_dim_0)float641.54 26.5 ... 2.044e+03 2.042e+03
array([[[ 1.54017291e+00, 2.64991712e+01, 6.64457951e+01, ..., 7.94493649e+03, 7.95477049e+03, 7.97730550e+03], [-1.73096685e+01, -2.85509868e+01, -1.61349044e+01, ..., -2.08213260e+03, -2.08794078e+03, -2.08732091e+03], [-1.62318469e+01, -1.29540436e+01, -3.24165583e+01, ..., -1.13028633e+03, -1.11634711e+03, -1.13668610e+03], ..., [-3.25263335e+01, -3.85015533e+01, -4.17118292e+01, ..., -2.75653738e+03, -2.76143776e+03, -2.76826732e+03], [ 3.40014368e+01, 2.22774093e+01, 5.50368678e+01, ..., 6.04807791e+03, 6.07205818e+03, 6.08045785e+03], [ 2.07896088e+00, 2.56225024e-04, 2.09969696e+01, ..., 2.02520896e+03, 2.04400886e+03, 2.04173459e+03]]]) - Bahrain(chain, draw, Bahrain_dim_0)float6435.54 49.19 ... 6.321e+03 6.377e+03
array([[[ 3.55433437e+01, 4.91907114e+01, 6.72085958e+01, ..., 7.57889171e+03, 7.59257899e+03, 7.61559481e+03], [ 3.34975193e+00, 1.02355566e+01, 1.99521065e+01, ..., 3.59164185e+03, 3.60444189e+03, 3.60674274e+03], [-1.73699189e+01, -3.31372060e+01, -3.10976013e+01, ..., -1.85607727e+03, -1.86263713e+03, -1.86774635e+03], ..., [-4.33031664e+01, -5.41720079e+01, -6.80280289e+01, ..., -8.79046420e+03, -8.82516608e+03, -8.84154277e+03], [ 2.35430592e+00, 2.08903238e+01, 2.09212302e+01, ..., 1.16183495e+03, 1.20689845e+03, 1.17905039e+03], [ 1.85847406e+01, 2.66826139e+01, 5.35473968e+01, ..., 6.33364410e+03, 6.32116531e+03, 6.37650381e+03]]]) - Japan(chain, draw, Japan_dim_0)float6418.44 32.35 45.56 ... 996.1 983.2
array([[[ 1.84431362e+01, 3.23518113e+01, 4.55594772e+01, ..., 6.84948262e+03, 6.86107872e+03, 6.88430793e+03], [-3.10469059e+01, -4.67831517e+01, -7.37982537e+01, ..., -8.40502676e+03, -8.41969320e+03, -8.44213129e+03], [-1.78933156e+01, -2.18441631e+01, -2.38690124e+01, ..., -1.18295958e+03, -1.18048846e+03, -1.21005162e+03], ..., [ 8.59776319e-01, 2.21046896e+00, 3.18869827e+00, ..., 5.47689498e+02, 5.48863808e+02, 5.50253337e+02], [-9.96717660e+00, -2.95834433e+01, -3.64092371e+01, ..., -5.71598914e+03, -5.72896995e+03, -5.73614997e+03], [-1.16254834e+01, 3.02227140e+01, 7.77916849e+00, ..., 9.85747260e+02, 9.96106380e+02, 9.83199099e+02]]]) - Kuwait(chain, draw, Kuwait_dim_0)float6420.24 29.47 ... 7.325e+03 7.337e+03
array([[[ 2.02423898e+01, 2.94664766e+01, 3.48796839e+01, ..., 2.98192051e+03, 2.98853208e+03, 2.99749927e+03], [-3.22900573e+00, -5.23311816e+00, 1.94481855e+01, ..., 2.18963257e+03, 2.18295713e+03, 2.18343793e+03], [-3.39274200e+00, -3.12507190e+00, -9.20536662e+00, ..., -1.30424014e+03, -1.28919576e+03, -1.30098367e+03], ..., [-1.96262622e+01, -2.93362786e+01, -3.90812611e+01, ..., -4.24390922e+03, -4.25338825e+03, -4.26351231e+03], [ 2.07688257e+01, 5.88985708e+01, 6.87284461e+01, ..., 1.29346746e+04, 1.29744643e+04, 1.29965961e+04], [ 7.88838588e+00, 2.49407700e+01, 4.79563979e+01, ..., 7.29934874e+03, 7.32540385e+03, 7.33659491e+03]]]) - Romania(chain, draw, Romania_dim_0)float64-4.705 -3.201 ... 8.978e+03 9e+03
array([[[-4.70459543e+00, -3.20077494e+00, -1.29005028e-01, ..., 5.86725821e+02, 5.90093982e+02, 5.91327231e+02], [-2.40118561e+01, -4.52921579e+01, -5.99281646e+01, ..., -6.77818214e+03, -6.78805618e+03, -6.80463690e+03], [ 4.21758838e+01, 4.51823766e+01, 3.21983804e+01, ..., -1.21545338e+03, -1.22612142e+03, -1.22424986e+03], ..., [-9.83189610e+00, -1.42599323e+01, -6.85136889e+00, ..., -3.46491871e+03, -3.45900110e+03, -3.47074495e+03], [ 2.01599761e+01, 4.07163988e+01, 6.13593216e+01, ..., 8.98980302e+03, 9.01078946e+03, 9.03163740e+03], [ 1.82066835e+01, 3.56539707e+01, 4.99102103e+01, ..., 8.95871619e+03, 8.97758335e+03, 8.99972268e+03]]]) - Switzerland(chain, draw, Switzerland_dim_0)float6410.7 6.889 ... 7.918e+03 7.934e+03
array([[[ 1.07047904e+01, 6.88931725e+00, 1.36380062e+01, ..., 3.14869787e+03, 3.16023975e+03, 3.16582182e+03], [-4.62584260e+01, -6.82323906e+01, -8.56291611e+01, ..., -1.01572798e+04, -1.01754101e+04, -1.02033710e+04], [ 6.03259048e+00, -4.26932121e+00, 1.34727616e+01, ..., -1.74459395e+03, -1.74719053e+03, -1.76985271e+03], ..., [ 1.98558608e+01, -1.02205056e+01, -1.37762109e+01, ..., 3.18372877e+02, 3.27611996e+02, 3.27379317e+02], [ 1.49080113e+01, 3.55011224e+01, 5.60332859e+01, ..., 8.90940247e+03, 8.93002670e+03, 8.95077934e+03], [ 1.20823677e+01, 2.90985994e+01, 5.00536229e+01, ..., 7.89720731e+03, 7.91829571e+03, 7.93406168e+03]]]) - Bosnia and Herzegovina(chain, draw, Bosnia and Herzegovina_dim_0)float6431.7 39.62 ... 3.979e+03 3.972e+03
array([[[ 3.17033431e+01, 3.96228141e+01, 6.54508496e+01, ..., 8.15429820e+03, 8.17752596e+03, 8.18914764e+03], [-2.34642555e+01, -3.88181212e+01, -1.80053156e+01, ..., -2.21230997e+03, -2.23679153e+03, -2.23064644e+03], [ 3.04739421e+01, -3.07899568e+01, 1.99701443e+01, ..., -1.33655459e+03, -1.32489837e+03, -1.30884157e+03], ..., [ 2.00706888e+01, 1.33979658e+01, 3.46656572e+01, ..., 6.76995212e+03, 6.79264014e+03, 6.79989866e+03], [-4.00533322e-01, 2.24029388e+01, 3.08976249e+01, ..., 4.75335963e+03, 4.75779800e+03, 4.77151198e+03], [ 1.77608560e+01, 1.96620216e+01, 2.98033958e+01, ..., 3.96769459e+03, 3.97865750e+03, 3.97230541e+03]]]) - Brazil(chain, draw, Brazil_dim_0)float6443.46 63.69 ... -9.029e+03
array([[[ 4.34568291e+01, 6.36907373e+01, 9.64074860e+01, ..., 1.20434683e+04, 1.20530157e+04, 1.20909185e+04], [-8.53275119e+00, 7.78894983e-01, 8.64014668e-01, ..., 3.90403046e+03, 3.91275432e+03, 3.92510681e+03], [-2.29422574e+01, -2.70771876e+01, -3.13356994e+01, ..., -1.24891087e+03, -1.25467041e+03, -1.25855654e+03], ..., [-2.15470382e+01, -3.75266561e+01, -4.98198662e+01, ..., -5.42813625e+03, -5.43837603e+03, -5.45776273e+03], [ 2.97891666e+01, 5.07670754e+01, 8.52337305e+01, ..., 1.22491585e+04, 1.22724077e+04, 1.22990999e+04], [-2.81945775e+01, -4.96629207e+01, -6.91296355e+01, ..., -8.98742478e+03, -9.00846449e+03, -9.02935970e+03]]]) - Philippines(chain, draw, Philippines_dim_0)float6426.1 35.56 ... 1.958e+03 1.964e+03
array([[[ 2.60985838e+01, 3.55585705e+01, 6.06110461e+01, ..., 9.90809798e+03, 9.92319424e+03, 9.96160411e+03], [ 4.47698354e+00, 3.30405004e+01, 5.03109237e+01, ..., 8.38462877e+03, 8.40635591e+03, 8.43210203e+03], [ 5.42729010e+00, -2.50145036e+01, -5.58466029e-01, ..., -9.71808462e+02, -9.98012831e+02, -9.93584268e+02], ..., [ 6.52524192e+00, -5.72693965e+01, -7.28530889e+01, ..., -3.05094884e+03, -3.08218911e+03, -3.02053444e+03], [-8.68708633e-01, 4.48998844e+00, 6.58140478e+00, ..., 6.99219733e+02, 7.13223713e+02, 7.00122138e+02], [-1.14154736e+00, 4.74524345e+00, 1.44683197e+01, ..., 1.95360066e+03, 1.95829911e+03, 1.96352242e+03]]]) - Costa Rica(chain, draw, Costa Rica_dim_0)float6410.34 35.69 ... 6.337e+03 6.353e+03
array([[[ 1.03401591e+01, 3.56916140e+01, 3.12349055e+01, ..., 6.13633552e+03, 6.16227900e+03, 6.17087018e+03], [-3.09472933e+01, -5.14352977e+01, -7.77701770e+01, ..., -1.01577785e+04, -1.01752088e+04, -1.01996407e+04], [ 2.38947927e+00, -9.47796760e+00, -1.77164630e+01, ..., -7.65024069e+02, -7.74461193e+02, -7.71797967e+02], ..., [ 4.61492424e+00, 1.48469094e+01, 1.56403100e+01, ..., 4.86407483e+03, 4.89884009e+03, 4.90233086e+03], [ 3.30406906e+01, 5.10980114e+01, 8.34683582e+01, ..., 1.37670914e+04, 1.38077557e+04, 1.38310582e+04], [ 1.12363541e+01, 1.85494450e+01, 3.28618704e+01, ..., 6.32284846e+03, 6.33672947e+03, 6.35281285e+03]]]) - France(chain, draw, France_dim_0)float64-18.56 0.934 -13.36 ... 514.0 515.9
array([[[-1.85555377e+01, 9.34044711e-01, -1.33578605e+01, ..., -1.48676701e+03, -1.51495177e+03, -1.53565018e+03], [ 7.28425240e-02, 1.39938542e+01, 2.76794806e+01, ..., 6.03753322e+03, 6.05155680e+03, 6.06554392e+03], [-2.47496584e+00, -1.65015947e+01, -2.93395807e+01, ..., -1.58117161e+03, -1.57462217e+03, -1.58273604e+03], ..., [-4.26293795e+01, -2.42749945e+01, -5.06940389e+01, ..., -4.30373369e+03, -4.31177937e+03, -4.32485166e+03], [-1.24051202e+01, 2.85984481e+01, 5.74700680e+01, ..., 1.02567050e+04, 1.02588862e+04, 1.02806412e+04], [-5.24424757e+00, -5.41961250e+00, -3.12147974e+00, ..., 5.17630839e+02, 5.13967322e+02, 5.15949947e+02]]]) - Greece(chain, draw, Greece_dim_0)float6410.32 27.67 ... 8.132e+03 8.122e+03
array([[[ 1.03217452e+01, 2.76728749e+01, 4.00756708e+01, ..., 5.88456345e+03, 5.89818981e+03, 5.90905731e+03], [ 4.42201155e+00, 7.72018241e+00, 1.98081240e+01, ..., 4.24765290e+03, 4.25992607e+03, 4.26680689e+03], [-3.70371740e+00, -7.31411119e+00, -2.75215257e+01, ..., -1.46741620e+03, -1.47901340e+03, -1.47219068e+03], ..., [ 1.48466274e+01, 6.95453608e+00, 1.46321794e+01, ..., 1.44572639e+03, 1.43218154e+03, 1.46112178e+03], [ 2.41802337e+01, 5.43006363e+01, 8.71762109e+01, ..., 1.36838056e+04, 1.37155629e+04, 1.37462684e+04], [ 1.83170507e+01, 2.31556498e+01, 3.90726351e+01, ..., 8.08742231e+03, 8.13193505e+03, 8.12171795e+03]]]) - Iran(chain, draw, Iran_dim_0)float64-9.571 0.07956 ... 9.716e+03
array([[[-9.57103542e+00, 7.95574542e-02, 9.70486156e+00, ..., 4.19013826e+03, 4.19981911e+03, 4.20971591e+03], [-3.43043777e+01, -6.34269230e+01, -8.11972325e+01, ..., -1.06950452e+04, -1.07105061e+04, -1.07254163e+04], [-1.16588850e+01, -1.42017465e+01, -1.39202176e+01, ..., -1.11566736e+03, -1.11914225e+03, -1.11953879e+03], ..., [-2.47345603e+01, -3.14412234e+01, -4.42813836e+01, ..., -4.57124305e+03, -4.57034965e+03, -4.58125417e+03], [ 9.13060510e+00, 2.72062412e+01, 4.62150301e+01, ..., 7.90218453e+03, 7.92293563e+03, 7.93684510e+03], [ 1.43269261e+01, 3.38933938e+01, 5.88957278e+01, ..., 9.66696541e+03, 9.68670200e+03, 9.71576110e+03]]]) - Austria(chain, draw, Austria_dim_0)float64-10.24 6.908 ... 4.672e+03
array([[[-1.02401981e+01, 6.90832240e+00, 1.77949582e+01, ..., 1.17999738e+03, 1.19290659e+03, 1.15970539e+03], [-1.02635304e+01, 2.87917048e+01, 6.55459290e+00, ..., 5.67750609e+03, 5.67904207e+03, 5.69733148e+03], [ 2.38843245e+01, 5.14528972e+00, 1.17119725e+01, ..., -1.25603775e+03, -1.25560850e+03, -1.26460261e+03], ..., [-2.84725520e+01, -1.69296901e+01, -2.49419967e+01, ..., 1.46190573e+03, 1.46831461e+03, 1.47558181e+03], [-9.41817160e-01, 9.34180832e+00, 1.45546077e+01, ..., 9.55412192e+02, 9.52982435e+02, 9.55835779e+02], [ 2.76553579e+00, 1.10500573e+01, 1.97306244e+01, ..., 4.65050404e+03, 4.65421254e+03, 4.67179333e+03]]]) - Ireland(chain, draw, Ireland_dim_0)float647.528 15.09 ... 2.279e+03 2.276e+03
array([[[ 7.52750894e+00, 1.50856414e+01, 1.25099857e+01, ..., 3.00300619e+03, 3.00863078e+03, 3.02938858e+03], [-1.82401208e+01, -3.03470042e+01, -6.38710119e+01, ..., -5.78211967e+03, -5.78534681e+03, -5.83204694e+03], [ 1.77894299e+01, 1.70533039e+01, 1.74258575e+01, ..., -1.28886253e+03, -1.28760651e+03, -1.29410058e+03], ..., [-1.73448050e+01, -5.67836526e+00, -2.18253930e+01, ..., 6.47510231e+02, 6.39898382e+02, 6.32210221e+02], [ 2.46054491e+01, 6.04196039e+01, 1.08302256e+02, ..., 1.53046543e+04, 1.53344601e+04, 1.53561976e+04], [-5.52436683e+00, 8.24588670e+00, 1.35589136e+01, ..., 2.27389179e+03, 2.27860282e+03, 2.27599095e+03]]]) - Morocco(chain, draw, Morocco_dim_0)float6418.05 53.87 ... 6.335e+03 6.349e+03
array([[[ 1.80544451e+01, 5.38662125e+01, 7.52062282e+01, ..., 8.32916925e+03, 8.34626332e+03, 8.34907289e+03], [-1.96725241e+01, -2.28060985e+01, -8.05797017e+01, ..., -8.31159647e+03, -8.35160800e+03, -8.33841422e+03], [ 3.33684192e+01, 1.35830533e+01, 4.15447877e+01, ..., -9.96841977e+02, -1.01917641e+03, -9.96149860e+02], ..., [-1.67626097e+01, -2.79237108e+01, -1.73578020e+01, ..., -1.37554927e+03, -1.38701072e+03, -1.39045549e+03], [-3.96998808e+01, 5.45705051e+01, 7.78618222e+01, ..., 1.58387910e+04, 1.58739104e+04, 1.59092070e+04], [ 9.35192403e+00, 2.50789136e+01, 4.14225028e+01, ..., 6.32442355e+03, 6.33536160e+03, 6.34854604e+03]]]) - Turkey(chain, draw, Turkey_dim_0)float643.209 40.96 ... 8.136e+03 8.146e+03
array([[[ 3.20910251e+00, 4.09589564e+01, -1.64479204e+01, ..., 4.73391035e+03, 4.77656176e+03, 4.71298192e+03], [-1.24736450e+01, -5.25898326e+01, -2.73486010e+01, ..., -2.75123070e+03, -2.74854177e+03, -2.77901639e+03], [-3.22174795e+00, -5.14279265e+00, -1.16315379e+01, ..., -1.27680483e+03, -1.28772391e+03, -1.29030180e+03], ..., [ 4.99464507e+00, 5.58903391e+00, 1.47882705e+01, ..., 2.16671059e+03, 2.17320905e+03, 2.17995874e+03], [ 2.96642131e+01, 6.12373574e+01, 9.64739483e+01, ..., 1.48092540e+04, 1.48479312e+04, 1.48788094e+04], [ 1.21522371e+01, 3.46999567e+01, 5.47554839e+01, ..., 8.11222216e+03, 8.13555111e+03, 8.14635781e+03]]]) - Argentina(chain, draw, Argentina_dim_0)float643.32 -22.27 ... -1.36e+03
array([[[ 3.32028609e+00, -2.22680756e+01, -1.65781979e+01, ..., -1.75787021e+03, -1.74365457e+03, -1.74266660e+03], [-2.30426809e+01, -2.64652767e+01, -8.38599660e+00, ..., -4.17695767e+03, -4.20605876e+03, -4.21229031e+03], [-2.52974626e+01, -2.52897488e+01, -3.60892667e+01, ..., -1.29010325e+03, -1.30860500e+03, -1.30477271e+03], ..., [-9.76096920e+00, -9.90177036e+00, -9.61315605e+00, ..., 1.22945314e+02, 1.25162215e+02, 1.25153207e+02], [ 1.03110837e+01, -1.85249034e+00, 1.22379257e+01, ..., 2.46191420e+03, 2.45797945e+03, 2.47486325e+03], [ 3.13920296e+00, -2.57214274e+01, -1.21508644e+01, ..., -1.34170605e+03, -1.35081988e+03, -1.35990473e+03]]]) - Australia(chain, draw, Australia_dim_0)float644.102 -14.82 ... 2.828e+03
array([[[ 4.10163516e+00, -1.48208308e+01, 5.67605583e+01, ..., 4.42142438e+03, 4.45363255e+03, 4.46086585e+03], [-8.40153253e+01, -1.17350495e+02, -1.60467604e+02, ..., -2.12365522e+04, -2.12740069e+04, -2.13112661e+04], [-2.70048828e+00, 3.02239642e+00, 2.91241228e-01, ..., -1.54656754e+03, -1.57307681e+03, -1.54940204e+03], ..., [-1.33326575e+01, -1.89952069e+00, -2.63889559e+01, ..., -1.62728727e+03, -1.64306702e+03, -1.63669466e+03], [ 3.90485685e+00, 2.73751237e+01, 3.84893800e+01, ..., 2.42559015e+03, 2.46254552e+03, 2.46073640e+03], [-7.12654531e-01, 7.70771154e+00, 1.34412331e+01, ..., 2.81626672e+03, 2.82189969e+03, 2.82813920e+03]]]) - Qatar(chain, draw, Qatar_dim_0)float6427.25 27.76 ... -4.897e+03
array([[[ 2.72493864e+01, 2.77564929e+01, 6.71765749e+00, ..., 6.90043217e+02, 6.83117457e+02, 6.79939932e+02], [-2.79731128e+01, -5.09506705e+01, -7.07370329e+01, ..., -8.18268279e+03, -8.19804338e+03, -8.22490029e+03], [ 1.98468599e+01, 1.82665763e+01, 1.51970695e+01, ..., -1.34500323e+03, -1.34755731e+03, -1.34980252e+03], ..., [-1.40501743e+01, -2.25378033e+01, -2.72532598e+01, ..., -2.38519290e+03, -2.39158165e+03, -2.39629976e+03], [ 5.61188868e+01, 1.12406424e+02, 1.68928667e+02, ..., 2.44567434e+04, 2.45147408e+04, 2.45705699e+04], [ 6.55650634e+00, -2.76843975e+01, -2.49671312e+01, ..., -4.89562444e+03, -4.92304806e+03, -4.89744030e+03]]]) - Germany(chain, draw, Germany_dim_0)float64-37.25 -0.4374 ... 639.8 625.4
array([[[-3.72496135e+01, -4.37438349e-01, 2.39586877e+01, ..., 4.49114610e+03, 4.48710450e+03, 4.51145718e+03], [-1.45166618e+01, 9.95112165e+00, 1.37140359e+01, ..., 4.34187045e+03, 4.35133496e+03, 4.35637840e+03], [-2.57261082e+01, -2.37634002e+01, -3.08336257e+01, ..., -6.50788394e+02, -6.47771193e+02, -6.56091456e+02], ..., [-1.46696467e+01, -2.45927131e+01, -3.31666167e+01, ..., -4.05698748e+03, -4.06737503e+03, -4.07602538e+03], [ 7.21123715e-01, 2.58498043e-01, 3.77998876e+00, ..., 6.95903264e+02, 6.93893540e+02, 6.98444745e+02], [-4.04405832e+01, 1.86094666e+01, -2.07482691e+01, ..., 6.27793693e+02, 6.39815434e+02, 6.25377098e+02]]]) - Hungary(chain, draw, Hungary_dim_0)float648.229 17.68 ... 2.242e+03 2.244e+03
array([[[ 8.22861885e+00, 1.76765947e+01, 2.63271913e+01, ..., 6.34486595e+03, 6.36213284e+03, 6.40334569e+03], [-2.92126744e+00, 4.41176485e+01, 7.12895215e+01, ..., 1.00511645e+04, 1.00619275e+04, 1.00683653e+04], [-1.66358123e+01, -2.22980918e+01, -2.16437635e+01, ..., -1.32678710e+03, -1.32506557e+03, -1.32877171e+03], ..., [-5.12050321e+00, -8.03085967e+00, -1.20100418e+01, ..., -1.29435407e+03, -1.29717918e+03, -1.30041785e+03], [ 3.56345968e+01, 7.16078498e+01, 1.17175721e+02, ..., 1.85627521e+04, 1.86046297e+04, 1.86511340e+04], [ 1.03842868e+00, 4.84620172e+00, 5.41403743e+00, ..., 2.22941590e+03, 2.24213673e+03, 2.24360926e+03]]]) - Norway(chain, draw, Norway_dim_0)float64-0.1166 8.745 ... 1.301e+03
array([[[-1.16568559e-01, 8.74516950e+00, 1.62321213e+01, ..., 4.39500456e+03, 4.40638491e+03, 4.41832147e+03], [-5.38983053e+01, -8.91539942e+01, -1.26629693e+02, ..., -1.47639604e+04, -1.48064169e+04, -1.48369839e+04], [ 2.05925974e+00, -1.03177094e+01, -2.01598405e+01, ..., -1.25740259e+03, -1.26473241e+03, -1.23823796e+03], ..., [ 2.36504211e+00, 1.33333522e+01, 2.24472099e+01, ..., 5.54238763e+03, 5.55249218e+03, 5.56343522e+03], [ 4.66421291e+00, 2.75700271e+01, 3.69783574e+01, ..., 7.17718006e+03, 7.19309030e+03, 7.20406888e+03], [ 2.07664677e+01, -1.83131348e+01, 9.69814803e+00, ..., 1.28107525e+03, 1.29025270e+03, 1.30062686e+03]]]) - Slovenia(chain, draw, Slovenia_dim_0)float649.04 23.69 50.44 ... -839.2 -841.0
array([[[ 9.04016138e+00, 2.36888064e+01, 5.04430222e+01, ..., 7.36058583e+03, 7.37774975e+03, 7.39520171e+03], [-2.09821845e+01, 1.05919724e+00, -1.09124670e+00, ..., 3.89011145e+03, 3.91095464e+03, 3.91200236e+03], [-1.91321770e+01, -1.71554309e+01, -2.29237919e+01, ..., -1.26341969e+03, -1.26683967e+03, -1.26851577e+03], ..., [ 9.95026405e+00, 2.93096454e+01, 9.66113837e+00, ..., -3.02367897e+02, -3.12239569e+02, -2.89714602e+02], [ 5.33763413e+00, 6.10286399e+01, 6.69076066e+01, ..., 1.10799381e+04, 1.11270085e+04, 1.11634919e+04], [-1.14206720e+01, -2.86834903e+00, -5.81201817e+00, ..., -8.41246832e+02, -8.39230572e+02, -8.41001600e+02]]]) - Dominican Republic(chain, draw, Dominican Republic_dim_0)float6420.53 38.77 59.98 ... 401.9 409.7
array([[[ 2.05330322e+01, 3.87732224e+01, 5.99832737e+01, ..., 7.36443192e+03, 7.38031300e+03, 7.39175443e+03], [-3.89439700e+01, -6.93073596e+01, -9.35204399e+01, ..., -1.22298224e+04, -1.22587459e+04, -1.22891327e+04], [-1.30897037e+01, -1.57769652e+01, -1.79901981e+01, ..., -1.32180851e+03, -1.32608933e+03, -1.33007935e+03], ..., [-4.03901518e+01, -5.31412544e+01, -8.20024696e+01, ..., -7.82600132e+03, -7.84871344e+03, -7.86343316e+03], [ 1.57708636e+01, 8.51060629e+01, 6.68866932e+01, ..., 1.21074824e+04, 1.21164888e+04, 1.21603563e+04], [-6.68176790e+00, 1.50928072e+00, 7.03228756e+00, ..., 4.01524786e+02, 4.01876704e+02, 4.09707392e+02]]]) - South Africa(chain, draw, South Africa_dim_0)float647.006 17.68 ... 3.002e+03 3.008e+03
array([[[ 7.00621742e+00, 1.76753157e+01, 2.84863042e+01, ..., 3.76555472e+03, 3.77057642e+03, 3.78257209e+03], [-2.24817725e+01, 1.32643581e+01, 1.27018884e+01, ..., 3.96437664e+03, 3.97952010e+03, 3.98346204e+03], [ 1.48982307e+00, -2.68519234e+00, -1.32827608e+00, ..., -1.52645689e+03, -1.52131453e+03, -1.52261479e+03], ..., [-2.99012883e+01, -5.38504739e+01, -7.52690633e+01, ..., -9.46400233e+03, -9.48695413e+03, -9.51010188e+03], [-1.03161833e+01, -1.46744464e+01, -1.80971923e+01, ..., -1.60506248e+03, -1.60808328e+03, -1.61240943e+03], [ 2.48930448e+00, 8.48581516e+00, 1.54254690e+01, ..., 2.99613918e+03, 3.00231810e+03, 3.00840528e+03]]]) - Lithuania(chain, draw, Lithuania_dim_0)float649.306 17.53 ... -3.345e+03
array([[[ 9.30636972e+00, 1.75269845e+01, 3.38560559e+01, ..., 5.13794265e+03, 5.14530546e+03, 5.15796249e+03], [-3.84235080e+01, -6.21639872e+01, -8.83453812e+01, ..., -1.15554081e+04, -1.15763068e+04, -1.16054911e+04], [ 1.45200700e+01, 4.94830347e+00, -1.25473501e+01, ..., -1.12400002e+03, -1.10968569e+03, -1.11541946e+03], ..., [-2.63828724e+01, -3.77569368e+01, -4.95454598e+01, ..., -4.96389415e+03, -4.97594024e+03, -4.98687083e+03], [-6.90559194e+00, -5.84042160e+00, -1.49634553e+00, ..., -5.10754727e+02, -5.14702341e+02, -5.01572736e+02], [-1.05069400e+01, -2.05334566e+01, -2.78973542e+01, ..., -3.32910828e+03, -3.33722369e+03, -3.34495397e+03]]]) - Czechia(chain, draw, Czechia_dim_0)float646.183 -9.964 ... -1.253e+03
array([[[ 6.18334569e+00, -9.96403112e+00, 7.65122775e+00, ..., 1.38351991e+03, 1.39183893e+03, 1.38454179e+03], [-3.05583046e+01, -4.44596689e+01, -4.08199191e+01, ..., -5.84554593e+03, -5.81800159e+03, -5.84657836e+03], [ 5.00323285e+00, 1.65447320e+00, 3.19163000e+00, ..., -1.38232089e+03, -1.38634847e+03, -1.39043382e+03], ..., [-3.01186538e+01, -4.18221069e+01, -4.61828948e+01, ..., -5.12712585e+03, -5.12469681e+03, -5.16345812e+03], [ 1.92703405e+01, 6.72867701e+01, 1.09714696e+02, ..., 1.62216752e+04, 1.62876259e+04, 1.63333507e+04], [-1.02800228e+01, -1.53762870e+01, -1.69790141e+01, ..., -1.25725650e+03, -1.25757598e+03, -1.25347509e+03]]])
- chainPandasIndex
PandasIndex(Index([0], dtype='int64', name='chain'))
- drawPandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 490, 491, 492, 493, 494, 495, 496, 497, 498, 499], dtype='int64', name='draw', length=500)) - Spain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Spain_dim_0', length=433)) - Albania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Albania_dim_0', length=433)) - US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='US_dim_0', length=433)) - Bulgaria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bulgaria_dim_0', length=433)) - North Macedonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='North Macedonia_dim_0', length=433)) - Algeria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Algeria_dim_0', length=433)) - Portugal_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Portugal_dim_0', length=433)) - Peru_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Peru_dim_0', length=433)) - Poland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Poland_dim_0', length=433)) - Croatia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Croatia_dim_0', length=433)) - Pakistan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Pakistan_dim_0', length=433)) - Chile_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Chile_dim_0', length=433)) - Finland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Finland_dim_0', length=433)) - Mexico_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Mexico_dim_0', length=433)) - Thailand_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Thailand_dim_0', length=433)) - Israel_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Israel_dim_0', length=433)) - Slovakia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovakia_dim_0', length=433)) - Canada_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Canada_dim_0', length=433)) - Italy_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Italy_dim_0', length=433)) - Sweden_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Sweden_dim_0', length=433)) - Singapore_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Singapore_dim_0', length=433)) - Cyprus_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Cyprus_dim_0', length=433)) - Ecuador_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ecuador_dim_0', length=433)) - Malta_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malta_dim_0', length=433)) - Estonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Estonia_dim_0', length=433)) - Denmark_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Denmark_dim_0', length=433)) - Panama_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Panama_dim_0', length=433)) - Lebanon_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lebanon_dim_0', length=433)) - United Arab Emirates_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Arab Emirates_dim_0', length=433)) - United Kingdom_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Kingdom_dim_0', length=433)) - Jordan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Jordan_dim_0', length=433)) - Indonesia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Indonesia_dim_0', length=433)) - Netherlands_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Netherlands_dim_0', length=433)) - Iraq_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iraq_dim_0', length=433)) - Latvia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Latvia_dim_0', length=433)) - Egypt_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Egypt_dim_0', length=433)) - Malaysia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malaysia_dim_0', length=433)) - Saudi Arabia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Saudi Arabia_dim_0', length=433)) - Colombia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Colombia_dim_0', length=433)) - Andorra_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Andorra_dim_0', length=433)) - India_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='India_dim_0', length=433)) - Uruguay_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Uruguay_dim_0', length=433)) - Russia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Russia_dim_0', length=433)) - Luxembourg_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Luxembourg_dim_0', length=433)) - Serbia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Serbia_dim_0', length=433)) - Armenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Armenia_dim_0', length=433)) - Moldova_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Moldova_dim_0', length=433)) - Belgium_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Belgium_dim_0', length=433)) - Bahrain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bahrain_dim_0', length=433)) - Japan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Japan_dim_0', length=433)) - Kuwait_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Kuwait_dim_0', length=433)) - Romania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Romania_dim_0', length=433)) - Switzerland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Switzerland_dim_0', length=433)) - Bosnia and Herzegovina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bosnia and Herzegovina_dim_0', length=433)) - Brazil_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Brazil_dim_0', length=433)) - Philippines_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Philippines_dim_0', length=433)) - Costa Rica_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Costa Rica_dim_0', length=433)) - France_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='France_dim_0', length=433)) - Greece_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Greece_dim_0', length=433)) - Iran_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iran_dim_0', length=433)) - Austria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Austria_dim_0', length=433)) - Ireland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ireland_dim_0', length=433)) - Morocco_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Morocco_dim_0', length=433)) - Turkey_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Turkey_dim_0', length=433)) - Argentina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Argentina_dim_0', length=433)) - Australia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Australia_dim_0', length=433)) - Qatar_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Qatar_dim_0', length=433)) - Germany_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Germany_dim_0', length=433)) - Hungary_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Hungary_dim_0', length=433)) - Norway_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Norway_dim_0', length=433)) - Slovenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovenia_dim_0', length=433)) - Dominican Republic_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Dominican Republic_dim_0', length=433)) - South Africa_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='South Africa_dim_0', length=433)) - Lithuania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lithuania_dim_0', length=433)) - Czechia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Czechia_dim_0', length=433))
- created_at :
- 2025-01-13T00:20:13.599279+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 130MB Dimensions: (chain: 1, draw: 500, Spain_dim_0: 433, Albania_dim_0: 433, US_dim_0: 433, Bulgaria_dim_0: 433, North Macedonia_dim_0: 433, Algeria_dim_0: 433, Portugal_dim_0: 433, Peru_dim_0: 433, Poland_dim_0: 433, ... Qatar_dim_0: 433, Germany_dim_0: 433, Hungary_dim_0: 433, Norway_dim_0: 433, Slovenia_dim_0: 433, Dominican Republic_dim_0: 433, South Africa_dim_0: 433, Lithuania_dim_0: 433, Czechia_dim_0: 433) Coordinates: (12/77) * chain (chain) int64 8B 0 * draw (draw) int64 4kB 0 1 2 3 4 ... 496 497 498 499 * Spain_dim_0 (Spain_dim_0) int64 3kB 0 1 2 ... 430 431 432 * Albania_dim_0 (Albania_dim_0) int64 3kB 0 1 2 ... 431 432 * US_dim_0 (US_dim_0) int64 3kB 0 1 2 3 ... 430 431 432 * Bulgaria_dim_0 (Bulgaria_dim_0) int64 3kB 0 1 2 ... 431 432 ... ... * Norway_dim_0 (Norway_dim_0) int64 3kB 0 1 2 ... 430 431 432 * Slovenia_dim_0 (Slovenia_dim_0) int64 3kB 0 1 2 ... 431 432 * Dominican Republic_dim_0 (Dominican Republic_dim_0) int64 3kB 0 ... 432 * South Africa_dim_0 (South Africa_dim_0) int64 3kB 0 1 ... 431 432 * Lithuania_dim_0 (Lithuania_dim_0) int64 3kB 0 1 2 ... 431 432 * Czechia_dim_0 (Czechia_dim_0) int64 3kB 0 1 2 ... 431 432 Data variables: (12/75) Spain (chain, draw, Spain_dim_0) float64 2MB 14.5... Albania (chain, draw, Albania_dim_0) float64 2MB 15... US (chain, draw, US_dim_0) float64 2MB 4.448 .... Bulgaria (chain, draw, Bulgaria_dim_0) float64 2MB 5... North Macedonia (chain, draw, North Macedonia_dim_0) float64 2MB ... Algeria (chain, draw, Algeria_dim_0) float64 2MB 13... ... ... Norway (chain, draw, Norway_dim_0) float64 2MB -0.... Slovenia (chain, draw, Slovenia_dim_0) float64 2MB 9... Dominican Republic (chain, draw, Dominican Republic_dim_0) float64 2MB ... South Africa (chain, draw, South Africa_dim_0) float64 2MB ... Lithuania (chain, draw, Lithuania_dim_0) float64 2MB ... Czechia (chain, draw, Czechia_dim_0) float64 2MB 6.... Attributes: created_at: 2025-01-13T00:20:13.599279+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- Albania_dim_0: 433
- Algeria_dim_0: 433
- Andorra_dim_0: 433
- Argentina_dim_0: 433
- Armenia_dim_0: 433
- Australia_dim_0: 433
- Austria_dim_0: 433
- Bahrain_dim_0: 433
- Belgium_dim_0: 433
- Bosnia and Herzegovina_dim_0: 433
- Brazil_dim_0: 433
- Bulgaria_dim_0: 433
- Canada_dim_0: 433
- Chile_dim_0: 433
- Colombia_dim_0: 433
- Costa Rica_dim_0: 433
- Croatia_dim_0: 433
- Cyprus_dim_0: 433
- Czechia_dim_0: 433
- Denmark_dim_0: 433
- Dominican Republic_dim_0: 433
- Ecuador_dim_0: 433
- Egypt_dim_0: 433
- Estonia_dim_0: 433
- Finland_dim_0: 433
- France_dim_0: 433
- Germany_dim_0: 433
- Greece_dim_0: 433
- Hungary_dim_0: 433
- India_dim_0: 433
- Indonesia_dim_0: 433
- Iran_dim_0: 433
- Iraq_dim_0: 433
- Ireland_dim_0: 433
- Israel_dim_0: 433
- Italy_dim_0: 433
- Japan_dim_0: 433
- Jordan_dim_0: 433
- Kuwait_dim_0: 433
- Latvia_dim_0: 433
- Lebanon_dim_0: 433
- Lithuania_dim_0: 433
- Luxembourg_dim_0: 433
- Malaysia_dim_0: 433
- Malta_dim_0: 433
- Mexico_dim_0: 433
- Moldova_dim_0: 433
- Morocco_dim_0: 433
- Netherlands_dim_0: 433
- North Macedonia_dim_0: 433
- Norway_dim_0: 433
- Pakistan_dim_0: 433
- Panama_dim_0: 433
- Peru_dim_0: 433
- Philippines_dim_0: 433
- Poland_dim_0: 433
- Portugal_dim_0: 433
- Qatar_dim_0: 433
- Romania_dim_0: 433
- Russia_dim_0: 433
- Saudi Arabia_dim_0: 433
- Serbia_dim_0: 433
- Singapore_dim_0: 433
- Slovakia_dim_0: 433
- Slovenia_dim_0: 433
- South Africa_dim_0: 433
- Spain_dim_0: 433
- Sweden_dim_0: 433
- Switzerland_dim_0: 433
- Thailand_dim_0: 433
- Turkey_dim_0: 433
- US_dim_0: 433
- United Arab Emirates_dim_0: 433
- United Kingdom_dim_0: 433
- Uruguay_dim_0: 433
- Albania_dim_0(Albania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Algeria_dim_0(Algeria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Andorra_dim_0(Andorra_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Argentina_dim_0(Argentina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Armenia_dim_0(Armenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Australia_dim_0(Australia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Austria_dim_0(Austria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bahrain_dim_0(Bahrain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Belgium_dim_0(Belgium_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bosnia and Herzegovina_dim_0(Bosnia and Herzegovina_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Brazil_dim_0(Brazil_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Bulgaria_dim_0(Bulgaria_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Canada_dim_0(Canada_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Chile_dim_0(Chile_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Colombia_dim_0(Colombia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Costa Rica_dim_0(Costa Rica_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Croatia_dim_0(Croatia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Cyprus_dim_0(Cyprus_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Czechia_dim_0(Czechia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Denmark_dim_0(Denmark_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Dominican Republic_dim_0(Dominican Republic_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ecuador_dim_0(Ecuador_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Egypt_dim_0(Egypt_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Estonia_dim_0(Estonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Finland_dim_0(Finland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- France_dim_0(France_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Germany_dim_0(Germany_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Greece_dim_0(Greece_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Hungary_dim_0(Hungary_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- India_dim_0(India_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Indonesia_dim_0(Indonesia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iran_dim_0(Iran_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Iraq_dim_0(Iraq_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Ireland_dim_0(Ireland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Israel_dim_0(Israel_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Italy_dim_0(Italy_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Japan_dim_0(Japan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Jordan_dim_0(Jordan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Kuwait_dim_0(Kuwait_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Latvia_dim_0(Latvia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lebanon_dim_0(Lebanon_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Lithuania_dim_0(Lithuania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Luxembourg_dim_0(Luxembourg_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malaysia_dim_0(Malaysia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Malta_dim_0(Malta_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Mexico_dim_0(Mexico_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Moldova_dim_0(Moldova_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Morocco_dim_0(Morocco_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Netherlands_dim_0(Netherlands_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- North Macedonia_dim_0(North Macedonia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Norway_dim_0(Norway_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Pakistan_dim_0(Pakistan_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Panama_dim_0(Panama_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Peru_dim_0(Peru_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Philippines_dim_0(Philippines_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Poland_dim_0(Poland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Portugal_dim_0(Portugal_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Qatar_dim_0(Qatar_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Romania_dim_0(Romania_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Russia_dim_0(Russia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Saudi Arabia_dim_0(Saudi Arabia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Serbia_dim_0(Serbia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Singapore_dim_0(Singapore_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovakia_dim_0(Slovakia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Slovenia_dim_0(Slovenia_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- South Africa_dim_0(South Africa_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Spain_dim_0(Spain_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Sweden_dim_0(Sweden_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Switzerland_dim_0(Switzerland_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Thailand_dim_0(Thailand_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Turkey_dim_0(Turkey_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- US_dim_0(US_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Arab Emirates_dim_0(United Arab Emirates_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- United Kingdom_dim_0(United Kingdom_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Uruguay_dim_0(Uruguay_dim_0)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Albania(Albania_dim_0)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]) - Algeria(Algeria_dim_0)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]) - Andorra(Andorra_dim_0)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
array([0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0., 0.]) - Argentina(Argentina_dim_0)float640.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0
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- Albania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Albania_dim_0', length=433)) - Algeria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Algeria_dim_0', length=433)) - Andorra_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Andorra_dim_0', length=433)) - Argentina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Argentina_dim_0', length=433)) - Armenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Armenia_dim_0', length=433)) - Australia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Australia_dim_0', length=433)) - Austria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Austria_dim_0', length=433)) - Bahrain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bahrain_dim_0', length=433)) - Belgium_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Belgium_dim_0', length=433)) - Bosnia and Herzegovina_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bosnia and Herzegovina_dim_0', length=433)) - Brazil_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Brazil_dim_0', length=433)) - Bulgaria_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Bulgaria_dim_0', length=433)) - Canada_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Canada_dim_0', length=433)) - Chile_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Chile_dim_0', length=433)) - Colombia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Colombia_dim_0', length=433)) - Costa Rica_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Costa Rica_dim_0', length=433)) - Croatia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Croatia_dim_0', length=433)) - Cyprus_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Cyprus_dim_0', length=433)) - Czechia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Czechia_dim_0', length=433)) - Denmark_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Denmark_dim_0', length=433)) - Dominican Republic_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Dominican Republic_dim_0', length=433)) - Ecuador_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ecuador_dim_0', length=433)) - Egypt_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Egypt_dim_0', length=433)) - Estonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Estonia_dim_0', length=433)) - Finland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Finland_dim_0', length=433)) - France_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='France_dim_0', length=433)) - Germany_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Germany_dim_0', length=433)) - Greece_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Greece_dim_0', length=433)) - Hungary_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Hungary_dim_0', length=433)) - India_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='India_dim_0', length=433)) - Indonesia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Indonesia_dim_0', length=433)) - Iran_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iran_dim_0', length=433)) - Iraq_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Iraq_dim_0', length=433)) - Ireland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Ireland_dim_0', length=433)) - Israel_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Israel_dim_0', length=433)) - Italy_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Italy_dim_0', length=433)) - Japan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Japan_dim_0', length=433)) - Jordan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Jordan_dim_0', length=433)) - Kuwait_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Kuwait_dim_0', length=433)) - Latvia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Latvia_dim_0', length=433)) - Lebanon_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lebanon_dim_0', length=433)) - Lithuania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Lithuania_dim_0', length=433)) - Luxembourg_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Luxembourg_dim_0', length=433)) - Malaysia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malaysia_dim_0', length=433)) - Malta_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Malta_dim_0', length=433)) - Mexico_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Mexico_dim_0', length=433)) - Moldova_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Moldova_dim_0', length=433)) - Morocco_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Morocco_dim_0', length=433)) - Netherlands_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Netherlands_dim_0', length=433)) - North Macedonia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='North Macedonia_dim_0', length=433)) - Norway_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Norway_dim_0', length=433)) - Pakistan_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Pakistan_dim_0', length=433)) - Panama_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Panama_dim_0', length=433)) - Peru_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Peru_dim_0', length=433)) - Philippines_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Philippines_dim_0', length=433)) - Poland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Poland_dim_0', length=433)) - Portugal_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Portugal_dim_0', length=433)) - Qatar_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Qatar_dim_0', length=433)) - Romania_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Romania_dim_0', length=433)) - Russia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Russia_dim_0', length=433)) - Saudi Arabia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Saudi Arabia_dim_0', length=433)) - Serbia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Serbia_dim_0', length=433)) - Singapore_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Singapore_dim_0', length=433)) - Slovakia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovakia_dim_0', length=433)) - Slovenia_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Slovenia_dim_0', length=433)) - South Africa_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='South Africa_dim_0', length=433)) - Spain_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Spain_dim_0', length=433)) - Sweden_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Sweden_dim_0', length=433)) - Switzerland_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Switzerland_dim_0', length=433)) - Thailand_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Thailand_dim_0', length=433)) - Turkey_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Turkey_dim_0', length=433)) - US_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='US_dim_0', length=433)) - United Arab Emirates_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Arab Emirates_dim_0', length=433)) - United Kingdom_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='United Kingdom_dim_0', length=433)) - Uruguay_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Uruguay_dim_0', length=433))
- created_at :
- 2025-01-13T00:23:58.631538+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 520kB Dimensions: (Albania_dim_0: 433, Algeria_dim_0: 433, Andorra_dim_0: 433, Argentina_dim_0: 433, Armenia_dim_0: 433, Australia_dim_0: 433, Austria_dim_0: 433, Bahrain_dim_0: 433, Belgium_dim_0: 433, Bosnia and Herzegovina_dim_0: 433, ... South Africa_dim_0: 433, Spain_dim_0: 433, Sweden_dim_0: 433, Switzerland_dim_0: 433, Thailand_dim_0: 433, Turkey_dim_0: 433, US_dim_0: 433, United Arab Emirates_dim_0: 433, United Kingdom_dim_0: 433, Uruguay_dim_0: 433) Coordinates: (12/75) * Albania_dim_0 (Albania_dim_0) int64 3kB 0 1 2 ... 431 432 * Algeria_dim_0 (Algeria_dim_0) int64 3kB 0 1 2 ... 431 432 * Andorra_dim_0 (Andorra_dim_0) int64 3kB 0 1 2 ... 431 432 * Argentina_dim_0 (Argentina_dim_0) int64 3kB 0 1 2 ... 431 432 * Armenia_dim_0 (Armenia_dim_0) int64 3kB 0 1 2 ... 431 432 * Australia_dim_0 (Australia_dim_0) int64 3kB 0 1 2 ... 431 432 ... ... * Thailand_dim_0 (Thailand_dim_0) int64 3kB 0 1 2 ... 431 432 * Turkey_dim_0 (Turkey_dim_0) int64 3kB 0 1 2 ... 430 431 432 * US_dim_0 (US_dim_0) int64 3kB 0 1 2 3 ... 430 431 432 * United Arab Emirates_dim_0 (United Arab Emirates_dim_0) int64 3kB 0 ..... * United Kingdom_dim_0 (United Kingdom_dim_0) int64 3kB 0 1 ... 432 * Uruguay_dim_0 (Uruguay_dim_0) int64 3kB 0 1 2 ... 431 432 Data variables: (12/75) Albania (Albania_dim_0) float64 3kB 0.0 0.0 ... 0.0 Algeria (Algeria_dim_0) float64 3kB 0.0 0.0 ... 0.0 Andorra (Andorra_dim_0) float64 3kB 0.0 0.0 ... 0.0 Argentina (Argentina_dim_0) float64 3kB 0.0 0.0 ... 0.0 Armenia (Armenia_dim_0) float64 3kB 0.0 0.0 ... 0.0 Australia (Australia_dim_0) float64 3kB 0.0 0.0 ... 0.0 ... ... Thailand (Thailand_dim_0) float64 3kB 0.0 0.0 ... 0.0 Turkey (Turkey_dim_0) float64 3kB 0.0 0.0 ... 0.0 0.0 US (US_dim_0) float64 3kB 0.0 0.0 0.0 ... 0.0 0.0 United Arab Emirates (United Arab Emirates_dim_0) float64 3kB 0.... United Kingdom (United Kingdom_dim_0) float64 3kB 0.0 ... 0.0 Uruguay (Uruguay_dim_0) float64 3kB 0.0 0.0 ... 0.0 Attributes: created_at: 2025-01-13T00:23:58.631538+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset -
- X_dim_0: 75
- X_dim_1: 433
- Y_dim_0: 75
- Y_dim_1: 433
- X_dim_0(X_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - X_dim_1(X_dim_1)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- Y_dim_0(Y_dim_0)int640 1 2 3 4 5 6 ... 69 70 71 72 73 74
array([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74]) - Y_dim_1(Y_dim_1)int640 1 2 3 4 5 ... 428 429 430 431 432
array([ 0, 1, 2, ..., 430, 431, 432])
- X(X_dim_0, X_dim_1)int321 2 3 4 5 6 ... 429 430 431 432 433
array([[ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], ..., [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433], [ 1, 2, 3, ..., 431, 432, 433]], dtype=int32) - Y(Y_dim_0, Y_dim_1)float644.644 4.812 4.984 ... 12.55 12.57
array([[ 4.6443909 , 4.81218436, 4.98360662, ..., 11.7925552 , 11.79271396, 11.79280467], [ 5.43807931, 5.5759491 , 5.71042702, ..., 11.75920725, 11.76133122, 11.76334171], [ 4.89034913, 5.09986643, 5.23644196, ..., 9.52383638, 9.52464003, 9.52464003], ..., [ 5.28826703, 5.51342875, 5.80814249, ..., 13.24141672, 13.24537892, 13.24857832], [ 9.45281585, 9.6241704 , 9.78936655, ..., 15.31726348, 15.31816071, 15.31888171], [ 5.08759634, 5.24174702, 5.37989735, ..., 12.54387257, 12.55036423, 12.5713128 ]])
- X_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='X_dim_0')) - X_dim_1PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='X_dim_1', length=433)) - Y_dim_0PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74], dtype='int64', name='Y_dim_0')) - Y_dim_1PandasIndex
PandasIndex(Index([ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, ... 423, 424, 425, 426, 427, 428, 429, 430, 431, 432], dtype='int64', name='Y_dim_1', length=433))
- created_at :
- 2025-01-13T00:23:58.640744+00:00
- arviz_version :
- 0.20.0
- inference_library :
- pymc
- inference_library_version :
- 5.20.0
<xarray.Dataset> Size: 398kB Dimensions: (X_dim_0: 75, X_dim_1: 433, Y_dim_0: 75, Y_dim_1: 433) Coordinates: * X_dim_0 (X_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * X_dim_1 (X_dim_1) int64 3kB 0 1 2 3 4 5 6 7 ... 426 427 428 429 430 431 432 * Y_dim_0 (Y_dim_0) int64 600B 0 1 2 3 4 5 6 7 8 ... 67 68 69 70 71 72 73 74 * Y_dim_1 (Y_dim_1) int64 3kB 0 1 2 3 4 5 6 7 ... 426 427 428 429 430 431 432 Data variables: X (X_dim_0, X_dim_1) int32 130kB 1 2 3 4 5 6 ... 429 430 431 432 433 Y (Y_dim_0, Y_dim_1) float64 260kB 4.644 4.812 4.984 ... 12.55 12.57 Attributes: created_at: 2025-01-13T00:23:58.640744+00:00 arviz_version: 0.20.0 inference_library: pymc inference_library_version: 5.20.0xarray.Dataset
# pm.find_MAP(model=hierarchical_model)
hierarchical.posterior['α'].shape # chains x samples x n_countries
(4, 1000, 75)
summary_df = az.summary(hierarchical)
summary_df.to_csv('hierarchical_summary.csv')
countries = thresholded_high_confirmed_df.index.to_list()
means = {var : split_and_pack(data=summary_df.filter(like=f"{var}[", axis=0)['mean'], labels=countries, axis=0) for var in prior_vars }
means_df = pd.DataFrame(means)
means_df
/Users/22337766/anaconda3/envs/pymc_env/lib/python3.12/site-packages/numpy/core/fromnumeric.py:59: FutureWarning: 'Series.swapaxes' is deprecated and will be removed in a future version. Please use 'Series.transpose' instead.
| α | β | σ | |
|---|---|---|---|
| Albania | 6.289 | 0.015 | 0.427 |
| Algeria | 8.398 | 0.010 | 0.629 |
| Andorra | 5.971 | 0.009 | 0.312 |
| Argentina | 8.960 | 0.017 | 1.015 |
| Armenia | 8.170 | 0.012 | 0.752 |
| Australia | 8.876 | 0.004 | 0.349 |
| Austria | 8.859 | 0.012 | 0.397 |
| Bahrain | 8.471 | 0.010 | 0.732 |
| Belgium | 10.069 | 0.010 | 0.396 |
| Bosnia and Herzegovina | 7.134 | 0.014 | 0.529 |
| Brazil | 11.883 | 0.013 | 1.048 |
| Bulgaria | 6.841 | 0.017 | 0.492 |
| Canada | 10.284 | 0.010 | 0.380 |
| Chile | 10.500 | 0.010 | 0.869 |
| Colombia | 9.397 | 0.016 | 1.039 |
| Costa Rica | 6.888 | 0.016 | 0.883 |
| Croatia | 6.783 | 0.016 | 0.500 |
| Cyprus | 5.608 | 0.014 | 0.408 |
| Czechia | 8.033 | 0.017 | 0.529 |
| Denmark | 8.404 | 0.011 | 0.311 |
| Dominican Republic | 9.008 | 0.010 | 0.699 |
| Ecuador | 9.745 | 0.009 | 0.559 |
| Egypt | 9.191 | 0.009 | 0.839 |
| Estonia | 6.260 | 0.013 | 0.428 |
| Finland | 7.831 | 0.009 | 0.248 |
| France | 11.197 | 0.011 | 0.345 |
| Germany | 11.222 | 0.010 | 0.295 |
| Greece | 7.013 | 0.015 | 0.370 |
| Hungary | 6.702 | 0.018 | 0.577 |
| India | 11.000 | 0.017 | 1.237 |
| Indonesia | 9.147 | 0.015 | 0.632 |
| Iran | 11.248 | 0.009 | 0.213 |
| Iraq | 8.530 | 0.016 | 1.058 |
| Ireland | 9.093 | 0.009 | 0.353 |
| Israel | 9.317 | 0.012 | 0.476 |
| Italy | 11.458 | 0.010 | 0.331 |
| Japan | 8.837 | 0.012 | 0.335 |
| Jordan | 5.141 | 0.023 | 0.794 |
| Kuwait | 8.815 | 0.011 | 0.920 |
| Latvia | 5.528 | 0.016 | 0.528 |
| Lebanon | 6.186 | 0.019 | 0.566 |
| Lithuania | 5.976 | 0.017 | 0.603 |
| Luxembourg | 7.656 | 0.009 | 0.285 |
| Malaysia | 7.691 | 0.013 | 0.398 |
| Malta | 5.473 | 0.013 | 0.309 |
| Mexico | 10.190 | 0.013 | 0.990 |
| Moldova | 8.048 | 0.012 | 0.629 |
| Morocco | 8.079 | 0.015 | 0.749 |
| Netherlands | 9.743 | 0.012 | 0.350 |
| North Macedonia | 7.062 | 0.013 | 0.493 |
| Norway | 8.302 | 0.008 | 0.206 |
| Pakistan | 10.268 | 0.010 | 0.838 |
| Panama | 8.843 | 0.012 | 0.657 |
| Peru | 10.639 | 0.011 | 1.014 |
| Philippines | 9.178 | 0.013 | 0.720 |
| Poland | 8.693 | 0.017 | 0.506 |
| Portugal | 9.401 | 0.011 | 0.338 |
| Qatar | 9.791 | 0.007 | 0.871 |
| Romania | 8.901 | 0.014 | 0.487 |
| Russia | 11.329 | 0.012 | 0.975 |
| Saudi Arabia | 10.447 | 0.008 | 0.960 |
| Serbia | 8.085 | 0.014 | 0.470 |
| Singapore | 9.598 | 0.005 | 0.745 |
| Slovakia | 6.005 | 0.019 | 0.605 |
| Slovenia | 6.143 | 0.017 | 0.598 |
| South Africa | 9.697 | 0.014 | 1.121 |
| Spain | 11.700 | 0.009 | 0.254 |
| Sweden | 9.520 | 0.011 | 0.350 |
| Switzerland | 9.518 | 0.010 | 0.396 |
| Thailand | 7.047 | 0.008 | 0.514 |
| Turkey | 10.702 | 0.012 | 0.498 |
| US | 13.575 | 0.010 | 0.453 |
| United Arab Emirates | 9.081 | 0.011 | 0.641 |
| United Kingdom | 11.349 | 0.011 | 0.369 |
| Uruguay | 5.190 | 0.016 | 0.454 |
az.plot_trace(data=hierarchical, var_names=prior_vars);
# # Plotting posterior will give a combined view of all countries
# az.plot_posterior(data=hierarchical, var_names=prior_vars, group='posterior');
# az.plot_posterior(data=hierarchical, var_names=prior_vars, group='prior');
az.plot_forest(data=hierarchical, var_names=prior_vars, combined=True, hdi_prob=0.99);
X_countrywise = split_and_pack(data=hierarchical.constant_data['X'].data, labels=countries, axis=0)
Y_countrywise = split_and_pack(data=hierarchical.constant_data['Y'].data, labels=countries, axis=0)
@interact(country=countries)
def plot_countrywise_posterior(country):
ci = 0.95
plt.figure(figsize=(15, 10))
az.plot_hdi(x=X_countrywise[country], y=hierarchical.posterior_predictive[country], hdi_prob=ci);
plt.plot(X_countrywise[country], Y_countrywise[country], label='Observed');
y_fitted = means_df['α'][country] + means_df['β'][country]*X_countrywise[country]
plt.plot(X_countrywise[country], y_fitted, label=f"{means_df['α'][country]} + {means_df['β'][country]}*x", color='k');
plt.xlabel(f'Days Since {threshold}th Case')
plt.ylabel('Natural Logarithm of Confirmed Cases')
plt.title(country)
plt.legend()
plt.show()
plt.close()
bayesian_r2 = az.r2_score(y_true=Y_countrywise[country], y_pred=hierarchical.posterior_predictive[country].data.reshape(-1, Y_countrywise[country].shape[0]))
y_fitted_bayesian = hierarchical.posterior_predictive[country].data.reshape(-1, Y_countrywise[country].shape[0]).mean(axis=0)
print(f"Bayesian r2_score = {round(bayesian_r2['r2'], 2)}")
print(f"Bayesian r2_score std = {round(bayesian_r2['r2_std'], 2)}")
print('\n')
print(f"Point(mean) r2_score = {round(r2_score(Y_countrywise[country], y_fitted_bayesian), 2)}")
print(f"Point(mean) mean_squared_error = {round(mean_squared_error(Y_countrywise[country], y_fitted_bayesian), 2)}")
interactive(children=(Dropdown(description='country', options=('Albania', 'Algeria', 'Andorra', 'Argentina', '…
Comparison¶
datasets = {'unpooled' : unpooled,
'pooled' : pooled,
'hierarchical': hierarchical}
az.plot_forest(data=list(datasets.values()), model_names=list(datasets.keys()), var_names=prior_vars, hdi_prob=0.99, combined=True);
plt.savefig('comparison.png')
To-Do:¶
- Implement a different model for China and S. Korea (preferably logistic growth model).
- Find the effect of intervention policy and try to determine the intervention date from the data.
- Comment your suggestions 😁.